Pandas Profiling Report

Dataset statistics

Number of variables	49
Number of observations	19991
Missing cells	53052
Missing cells (%)	5.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.2 MiB
Average record size in memory	378.0 B

Variable types

Numeric	22
Categorical	24
Boolean	3

Alerts

`id` has a high cardinality: 19893 distinct values	High cardinality
`title` has a high cardinality: 19342 distinct values	High cardinality
`thumbnail_id` has a high cardinality: 19248 distinct values	High cardinality
`permalink` has a high cardinality: 19877 distinct values	High cardinality
`category_id` has a high cardinality: 725 distinct values	High cardinality
`domain_id` has a high cardinality: 570 distinct values	High cardinality
`tags` has a high cardinality: 1166 distinct values	High cardinality
`shipping__tags` has a high cardinality: 119 distinct values	High cardinality
`seller__nickname` has a high cardinality: 3478 distinct values	High cardinality
`seller__tags` has a high cardinality: 175 distinct values	High cardinality
`variation_filters` has a high cardinality: 214 distinct values	High cardinality
`order_backend` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`price` is highly overall correlated with `installments__amount` and 1 other fields	High correlation
`sold_quantity` is highly overall correlated with `days_remaining` and 1 other fields	High correlation
`available_quantity` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`seller__id` is highly overall correlated with `years_active` and 1 other fields	High correlation
`seller__seller_reputation__transactions__canceled` is highly overall correlated with `seller__seller_reputation__transactions__completed` and 6 other fields	High correlation
`seller__seller_reputation__transactions__completed` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 6 other fields	High correlation
`seller__seller_reputation__transactions__ratings__negative` is highly overall correlated with `seller__seller_reputation__transactions__ratings__neutral` and 3 other fields	High correlation
`seller__seller_reputation__transactions__ratings__neutral` is highly overall correlated with `seller__seller_reputation__transactions__ratings__negative` and 2 other fields	High correlation
`seller__seller_reputation__transactions__ratings__positive` is highly overall correlated with `seller__seller_reputation__transactions__ratings__negative` and 3 other fields	High correlation
`seller__seller_reputation__transactions__total` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 6 other fields	High correlation
`seller__seller_reputation__metrics__sales__completed` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 6 other fields	High correlation
`seller__seller_reputation__metrics__claims__rate` is highly overall correlated with `seller__seller_reputation__metrics__claims__value` and 4 other fields	High correlation
`seller__seller_reputation__metrics__claims__value` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 10 other fields	High correlation
`seller__seller_reputation__metrics__delayed_handling_time__rate` is highly overall correlated with `seller__seller_reputation__metrics__delayed_handling_time__value` and 2 other fields	High correlation
`seller__seller_reputation__metrics__delayed_handling_time__value` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 8 other fields	High correlation
`seller__seller_reputation__metrics__cancellations__rate` is highly overall correlated with `seller__seller_reputation__metrics__claims__rate` and 5 other fields	High correlation
`seller__seller_reputation__metrics__cancellations__value` is highly overall correlated with `seller__seller_reputation__transactions__canceled` and 8 other fields	High correlation
`installments__amount` is highly overall correlated with `price` and 1 other fields	High correlation
`days_remaining` is highly overall correlated with `sold_quantity` and 1 other fields	High correlation
`years_active` is highly overall correlated with `seller__id` and 1 other fields	High correlation
`listing_type_id` is highly overall correlated with `installments__rate` and 1 other fields	High correlation
`shipping__logistic_type` is highly overall correlated with `shipping__mode` and 1 other fields	High correlation
`shipping__mode` is highly overall correlated with `shipping__logistic_type` and 1 other fields	High correlation
`shipping__store_pick_up` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`seller__seller_reputation__level_id` is highly overall correlated with `seller__seller_reputation__metrics__claims__rate` and 4 other fields	High correlation
`seller__seller_reputation__power_seller_status` is highly overall correlated with `seller__seller_reputation__level_id` and 1 other fields	High correlation
`seller__seller_reputation__metrics__sales__period` is highly overall correlated with `seller__seller_reputation__metrics__claims__period` and 3 other fields	High correlation
`seller__seller_reputation__metrics__claims__period` is highly overall correlated with `seller__seller_reputation__metrics__sales__period` and 3 other fields	High correlation
`seller__seller_reputation__metrics__delayed_handling_time__period` is highly overall correlated with `seller__seller_reputation__metrics__sales__period` and 3 other fields	High correlation
`seller__seller_reputation__metrics__cancellations__period` is highly overall correlated with `seller__seller_reputation__metrics__sales__period` and 3 other fields	High correlation
`installments__quantity` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`installments__rate` is highly overall correlated with `listing_type_id` and 1 other fields	High correlation
`Categoria` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`seller__car_dealer` is highly overall correlated with `seller__car_dealer_logo`	High correlation
`seller__car_dealer_logo` is highly overall correlated with `order_backend` and 34 other fields	High correlation
`listing_type_id` is highly imbalanced (59.1%)	Imbalance
`shipping__mode` is highly imbalanced (96.3%)	Imbalance
`shipping__store_pick_up` is highly imbalanced (75.4%)	Imbalance
`seller__seller_reputation__level_id` is highly imbalanced (97.9%)	Imbalance
`seller__seller_reputation__power_seller_status` is highly imbalanced (64.9%)	Imbalance
`seller__seller_reputation__metrics__sales__period` is highly imbalanced (87.0%)	Imbalance
`seller__seller_reputation__metrics__claims__period` is highly imbalanced (87.0%)	Imbalance
`seller__seller_reputation__metrics__delayed_handling_time__period` is highly imbalanced (87.0%)	Imbalance
`seller__seller_reputation__metrics__cancellations__period` is highly imbalanced (87.0%)	Imbalance
`installments__quantity` is highly imbalanced (91.1%)	Imbalance
`installments__rate` is highly imbalanced (59.1%)	Imbalance
`seller__car_dealer` is highly imbalanced (97.2%)	Imbalance
`shipping__mode` has 3998 (20.0%) missing values	Missing
`seller__seller_reputation__power_seller_status` has 450 (2.3%) missing values	Missing
`seller__car_dealer` has 11994 (60.0%) missing values	Missing
`seller__car_dealer_logo` has 19985 (> 99.9%) missing values	Missing
`variation_filters` has 16609 (83.1%) missing values	Missing
`seller__seller_reputation__transactions__ratings__neutral` is highly skewed (γ1 = 21.96083416)	Skewed
`df_index` is uniformly distributed	Uniform
`id` is uniformly distributed	Uniform
`title` is uniformly distributed	Uniform
`thumbnail_id` is uniformly distributed	Uniform
`permalink` is uniformly distributed	Uniform
`Categoria` is uniformly distributed	Uniform
`sold_quantity` has 997 (5.0%) zeros	Zeros
`seller__seller_reputation__transactions__ratings__negative` has 2967 (14.8%) zeros	Zeros
`seller__seller_reputation__transactions__ratings__neutral` has 3181 (15.9%) zeros	Zeros
`seller__seller_reputation__metrics__claims__rate` has 4621 (23.1%) zeros	Zeros
`seller__seller_reputation__metrics__claims__value` has 2090 (10.5%) zeros	Zeros
`seller__seller_reputation__metrics__delayed_handling_time__rate` has 2734 (13.7%) zeros	Zeros
`seller__seller_reputation__metrics__delayed_handling_time__value` has 2720 (13.6%) zeros	Zeros
`seller__seller_reputation__metrics__cancellations__rate` has 8176 (40.9%) zeros	Zeros
`seller__seller_reputation__metrics__cancellations__value` has 5160 (25.8%) zeros	Zeros
`years_active` has 364 (1.8%) zeros	Zeros

Reproduction

Analysis started	2023-03-24 03:28:28.591767
Analysis finished	2023-03-24 03:29:19.029622
Duration	50.44 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

df_index
Real number (ℝ)

Distinct	4000
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1998.6003

Minimum	0
Maximum	3999
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	199.5
Q1	999
median	1999
Q3	2998
95-th percentile	3798
Maximum	3999
Range	3999
Interquartile range (IQR)	1999

Descriptive statistics

Standard deviation	1154.2103
Coefficient of variation (CV)	0.57750932
Kurtosis	-1.1999978
Mean	1998.6003
Median Absolute Deviation (MAD)	1000
Skewness	1.6643417 × 10^-6
Sum	39954019
Variance	1332201.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	< 0.1%
2670	5	< 0.1%
2657	5	< 0.1%
2658	5	< 0.1%
2659	5	< 0.1%
2660	5	< 0.1%
2661	5	< 0.1%
2662	5	< 0.1%
2663	5	< 0.1%
2664	5	< 0.1%
Other values (3990)	19941	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	< 0.1%
1	5	< 0.1%
2	5	< 0.1%
3	5	< 0.1%
4	5	< 0.1%
5	5	< 0.1%
6	5	< 0.1%
7	5	< 0.1%
8	5	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
3999	2	< 0.1%
3998	2	< 0.1%
3997	3	< 0.1%
3996	4	< 0.1%
3995	5	< 0.1%
3994	5	< 0.1%
3993	5	< 0.1%
3992	5	< 0.1%
3991	5	< 0.1%
3990	5	< 0.1%

id
Categorical

HIGH CARDINALITY UNIFORM

Distinct	19893
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

MLA1292443973	2
MLA1150061811	2
MLA1123441310	2
MLA1150211664	2
MLA1259259500	2
Other values (19888)	19981

Length

Max length	13
Median length	13
Mean length	12.593267
Min length	12

Characters and Unicode

Total characters	251752
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19795 ?
Unique (%)	99.0%

Sample

1st row	MLA1112140771
2nd row	MLA1275803410
3rd row	MLA1109575910
4th row	MLA1110677111
5th row	MLA1240728057

Common Values

Value	Count	Frequency (%)
MLA1292443973	2	< 0.1%
MLA1150061811	2	< 0.1%
MLA1123441310	2	< 0.1%
MLA1150211664	2	< 0.1%
MLA1259259500	2	< 0.1%
MLA1234175554	2	< 0.1%
MLA634577471	2	< 0.1%
MLA1128787633	2	< 0.1%
MLA766836895	2	< 0.1%
MLA1120234746	2	< 0.1%
Other values (19883)	19971	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mla1292443973	2	< 0.1%
mla1278351969	2	< 0.1%
mla1141038876	2	< 0.1%
mla1264116706	2	< 0.1%
mla1150987101	2	< 0.1%
mla1133904147	2	< 0.1%
mla1219252190	2	< 0.1%
mla1139291510	2	< 0.1%
mla1214667239	2	< 0.1%
mla1100640679	2	< 0.1%
Other values (19883)	19971	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	35829	14.2%
2	20085	8.0%
M	19991	7.9%
L	19991	7.9%
A	19991	7.9%
8	18650	7.4%
9	18037	7.2%
3	17915	7.1%
6	16610	6.6%
0	16575	6.6%
Other values (3)	48078	19.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	191779	76.2%
Uppercase Letter	59973	23.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	35829	18.7%
2	20085	10.5%
8	18650	9.7%
9	18037	9.4%
3	17915	9.3%
6	16610	8.7%
0	16575	8.6%
7	16442	8.6%
4	16141	8.4%
5	15495	8.1%

Uppercase Letter

Value	Count	Frequency (%)
M	19991	33.3%
L	19991	33.3%
A	19991	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	191779	76.2%
Latin	59973	23.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	35829	18.7%
2	20085	10.5%
8	18650	9.7%
9	18037	9.4%
3	17915	9.3%
6	16610	8.7%
0	16575	8.6%
7	16442	8.6%
4	16141	8.4%
5	15495	8.1%

Latin

Value	Count	Frequency (%)
M	19991	33.3%
L	19991	33.3%
A	19991	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	251752	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	35829	14.2%
2	20085	8.0%
M	19991	7.9%
L	19991	7.9%
A	19991	7.9%
8	18650	7.4%
9	18037	7.2%
3	17915	7.1%
6	16610	6.6%
0	16575	6.6%
Other values (3)	48078	19.1%

title
Categorical

HIGH CARDINALITY UNIFORM

Distinct	19342
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

Reloj Pulsera Táctil Digital Led Silicona Para Niños Y Niñas	5
Caja De Herramientas Juego Llave Tubo Kit 40 Piezas Estuche	5
Bolsa De Celular Protectora Agua Waterproof Funda Sumergible	4
Reloj Táctil Led Pulsera Digital Silicona Para Niños Y Niñas	4
Film Gopro 8 Black Protector Pantalla Lente Vidrio Templado	4
Other values (19337)	19969

Length

Max length	200
Median length	193
Mean length	57.152869
Min length	10

Characters and Unicode

Total characters	1142543
Distinct characters	124
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18769 ?
Unique (%)	93.9%

Sample

1st row	Pileta Inflable Redonda Bestway Kiddie Lounge 51061 De 61cm X 15cm 21l Azul
2nd row	Cry Babies Fantasy Dreamy Imc Toys 99180im
3rd row	Juego De Cartas Desconectados En Palabras
4th row	Juego De Mesa Código Secreto Czech Games Edition Devir
5th row	Bellies Bebe Interactivo Beth Edic Especial Int 15145 Orig

Common Values

Value	Count	Frequency (%)
Reloj Pulsera Táctil Digital Led Silicona Para Niños Y Niñas	5	< 0.1%
Caja De Herramientas Juego Llave Tubo Kit 40 Piezas Estuche	5	< 0.1%
Bolsa De Celular Protectora Agua Waterproof Funda Sumergible	4	< 0.1%
Reloj Táctil Led Pulsera Digital Silicona Para Niños Y Niñas	4	< 0.1%
Film Gopro 8 Black Protector Pantalla Lente Vidrio Templado	4	< 0.1%
Juego De Llaves Tubo Laüfer X 40 Piezas Auto-camiones-motos	4	< 0.1%
Malla Para Imilab Kw66 Imilab W12 Xiaomi Mi Watch 1.39	4	< 0.1%
Pantalla Reflectora 5 En 1 110cm Circular Con Funda Rebote	4	< 0.1%
Juego Set Bocallaves Irimo 1/4 1/2 101 Piezas Llaves Tubos	4	< 0.1%
Kit Aire 5 Piezas Compresor Gravedad Pistola Pintar Kommberg	4	< 0.1%
Other values (19332)	19949	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	7279	4.0%
	3900	2.1%
para	2445	1.3%
x	1755	1.0%
y	1732	0.9%
con	1731	0.9%
reloj	1634	0.9%
juego	1258	0.7%
en	919	0.5%
acero	913	0.5%
Other values (21795)	159150	87.1%

Most occurring characters

Value	Count	Frequency (%)
	166774	14.6%
a	97724	8.6%
o	76948	6.7%
e	76426	6.7%
r	65233	5.7%
i	56960	5.0%
l	49674	4.3%
t	41083	3.6%
n	39947	3.5%
s	35799	3.1%
Other values (114)	435975	38.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	729695	63.9%
Space Separator	167807	14.7%
Uppercase Letter	156053	13.7%
Decimal Number	73236	6.4%
Other Punctuation	7775	0.7%
Dash Punctuation	4861	0.4%
Math Symbol	2114	0.2%
Close Punctuation	411	< 0.1%
Open Punctuation	410	< 0.1%
Other Symbol	79	< 0.1%
Other values (5)	102	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	97724	13.4%
o	76948	10.5%
e	76426	10.5%
r	65233	8.9%
i	56960	7.8%
l	49674	6.8%
t	41083	5.6%
n	39947	5.5%
s	35799	4.9%
c	27558	3.8%
Other values (33)	162343	22.2%

Uppercase Letter

Value	Count	Frequency (%)
P	17279	11.1%
C	16838	10.8%
D	14172	9.1%
M	12491	8.0%
A	11659	7.5%
S	10275	6.6%
B	7208	4.6%
T	6802	4.4%
R	6736	4.3%
E	6556	4.2%
Other values (21)	46037	29.5%

Other Punctuation

Value	Count	Frequency (%)
/	2621	33.7%
.	2082	26.8%
,	1640	21.1%
!	705	9.1%
'	260	3.3%
&	130	1.7%
%	109	1.4%
*	71	0.9%
:	62	0.8%
#	46	0.6%
Other values (5)	49	0.6%

Decimal Number

Value	Count	Frequency (%)
0	19879	27.1%
1	12222	16.7%
2	10349	14.1%
5	8012	10.9%
3	5666	7.7%
4	4731	6.5%
6	4035	5.5%
8	3362	4.6%
7	2801	3.8%
9	2179	3.0%

Math Symbol

Value	Count	Frequency (%)
+	2066	97.7%
\|	39	1.8%
=	6	0.3%
×	2	0.1%
~	1	< 0.1%

Other Symbol

Value	Count	Frequency (%)
°	54	68.4%
®	24	30.4%
©	1	1.3%

Modifier Symbol

Value	Count	Frequency (%)
´	34	79.1%
¨	8	18.6%
`	1	2.3%

Other Number

Value	Count	Frequency (%)
³	4	66.7%
½	1	16.7%
¾	1	16.7%

Space Separator

Value	Count	Frequency (%)
	166774	99.4%
	1033	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	409	99.5%
]	2	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	408	99.5%
[	2	0.5%

Other Letter

Value	Count	Frequency (%)
º	36	97.3%
ª	1	2.7%

Dash Punctuation

Value	Count	Frequency (%)
-	4861	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	10	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	885785	77.5%
Common	256758	22.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	97724	11.0%
o	76948	8.7%
e	76426	8.6%
r	65233	7.4%
i	56960	6.4%
l	49674	5.6%
t	41083	4.6%
n	39947	4.5%
s	35799	4.0%
c	27558	3.1%
Other values (66)	318433	35.9%

Common

Value	Count	Frequency (%)
	166774	65.0%
0	19879	7.7%
1	12222	4.8%
2	10349	4.0%
5	8012	3.1%
3	5666	2.2%
-	4861	1.9%
4	4731	1.8%
6	4035	1.6%
8	3362	1.3%
Other values (38)	16867	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1133162	99.2%
None	9381	0.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	166774	14.7%
a	97724	8.6%
o	76948	6.8%
e	76426	6.7%
r	65233	5.8%
i	56960	5.0%
l	49674	4.4%
t	41083	3.6%
n	39947	3.5%
s	35799	3.2%
Other values (78)	426594	37.6%

None

Value	Count	Frequency (%)
ó	1767	18.8%
á	1668	17.8%
ñ	1665	17.7%
í	1315	14.0%
é	1035	11.0%
	1033	11.0%
ú	349	3.7%
Á	110	1.2%
ü	64	0.7%
°	54	0.6%
Other values (26)	321	3.4%

thumbnail_id
Categorical

HIGH CARDINALITY UNIFORM

Distinct	19248
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

825382-MLA42206222187_062020	9
901312-MLA49677154007_042022	8
724571-MLA50946917429_072022	7
842574-MLA40353899541_012020	7
625478-MLA51165722301_082022	7
Other values (19243)	19953

Length

Max length	28
Median length	28
Mean length	27.99985
Min length	27

Characters and Unicode

Total characters	559745
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18634 ?
Unique (%)	93.2%

Sample

1st row	623284-MLA53605777143_022023
2nd row	843969-MLA48269133730_112021
3rd row	633026-MLA48408537360_122021
4th row	960516-MLA44936648183_022021
5th row	994457-MLA49925702800_052022

Common Values

Value	Count	Frequency (%)
825382-MLA42206222187_062020	9	< 0.1%
901312-MLA49677154007_042022	8	< 0.1%
724571-MLA50946917429_072022	7	< 0.1%
842574-MLA40353899541_012020	7	< 0.1%
625478-MLA51165722301_082022	7	< 0.1%
668550-MLA44726560038_012021	6	< 0.1%
852216-MLA43553973706_092020	6	< 0.1%
792488-MLA46151341533_052021	5	< 0.1%
626967-MLA31588684232_072019	5	< 0.1%
813901-MLA31911110879_082019	5	< 0.1%
Other values (19238)	19926	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
825382-mla42206222187_062020	9	< 0.1%
901312-mla49677154007_042022	8	< 0.1%
724571-mla50946917429_072022	7	< 0.1%
625478-mla51165722301_082022	7	< 0.1%
842574-mla40353899541_012020	7	< 0.1%
668550-mla44726560038_012021	6	< 0.1%
852216-mla43553973706_092020	6	< 0.1%
792488-mla46151341533_052021	5	< 0.1%
626967-mla31588684232_072019	5	< 0.1%
813901-mla31911110879_082019	5	< 0.1%
Other values (19238)	19926	99.7%

Most occurring characters

Value	Count	Frequency (%)
2	80119	14.3%
0	69907	12.5%
1	49778	8.9%
4	41765	7.5%
9	38109	6.8%
5	36921	6.6%
8	36880	6.6%
6	36108	6.5%
7	36050	6.4%
3	34153	6.1%
Other values (8)	99955	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	459790	82.1%
Uppercase Letter	59973	10.7%
Dash Punctuation	19991	3.6%
Connector Punctuation	19991	3.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	80119	17.4%
0	69907	15.2%
1	49778	10.8%
4	41765	9.1%
9	38109	8.3%
5	36921	8.0%
8	36880	8.0%
6	36108	7.9%
7	36050	7.8%
3	34153	7.4%

Uppercase Letter

Value	Count	Frequency (%)
L	19991	33.3%
M	19991	33.3%
A	19950	33.3%
U	34	0.1%
B	6	< 0.1%
C	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	19991	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	499772	89.3%
Latin	59973	10.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	80119	16.0%
0	69907	14.0%
1	49778	10.0%
4	41765	8.4%
9	38109	7.6%
5	36921	7.4%
8	36880	7.4%
6	36108	7.2%
7	36050	7.2%
3	34153	6.8%
Other values (2)	39982	8.0%

Latin

Value	Count	Frequency (%)
L	19991	33.3%
M	19991	33.3%
A	19950	33.3%
U	34	0.1%
B	6	< 0.1%
C	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	559745	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	80119	14.3%
0	69907	12.5%
1	49778	8.9%
4	41765	7.5%
9	38109	6.8%
5	36921	6.6%
8	36880	6.6%
6	36108	6.5%
7	36050	6.4%
3	34153	6.1%
Other values (8)	99955	17.9%

listing_type_id
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

gold_special	18354
gold_pro	1637

Length

Max length	12
Median length	12
Mean length	11.672453
Min length	8

Characters and Unicode

Total characters	233344
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	gold_pro
2nd row	gold_special
3rd row	gold_special
4th row	gold_special
5th row	gold_special

Common Values

Value	Count	Frequency (%)
gold_special	18354	91.8%
gold_pro	1637	8.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gold_special	18354	91.8%
gold_pro	1637	8.2%

Most occurring characters

Value	Count	Frequency (%)
l	38345	16.4%
o	21628	9.3%
g	19991	8.6%
d	19991	8.6%
_	19991	8.6%
p	19991	8.6%
s	18354	7.9%
e	18354	7.9%
c	18354	7.9%
i	18354	7.9%
Other values (2)	19991	8.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	213353	91.4%
Connector Punctuation	19991	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	38345	18.0%
o	21628	10.1%
g	19991	9.4%
d	19991	9.4%
p	19991	9.4%
s	18354	8.6%
e	18354	8.6%
c	18354	8.6%
i	18354	8.6%
a	18354	8.6%

Connector Punctuation

Value	Count	Frequency (%)
_	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	213353	91.4%
Common	19991	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	38345	18.0%
o	21628	10.1%
g	19991	9.4%
d	19991	9.4%
p	19991	9.4%
s	18354	8.6%
e	18354	8.6%
c	18354	8.6%
i	18354	8.6%
a	18354	8.6%

Common

Value	Count	Frequency (%)
_	19991	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233344	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	38345	16.4%
o	21628	9.3%
g	19991	8.6%
d	19991	8.6%
_	19991	8.6%
p	19991	8.6%
s	18354	7.9%
e	18354	7.9%
c	18354	7.9%
i	18354	7.9%
Other values (2)	19991	8.6%

permalink
Categorical

HIGH CARDINALITY UNIFORM

Distinct	19877
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

https://articulo.mercadolibre.com.ar/MLA-1185200363-base-de-maquillaje-en-polvo-maybelline-fit-me-_JM	2
https://www.mercadolibre.com.ar/reparador-de-puntas-semillas-de-lino-30-ml-fidelite-cabellos-danados/p/MLA19765387	2
https://www.mercadolibre.com.ar/perfume-mujer-ana-edp-75-ml/p/MLA19720930	2
https://articulo.mercadolibre.com.ar/MLA-871575908-repuestos-de-cuchillas-philips-oneblade-qp22051-_JM	2
https://www.mercadolibre.com.ar/crema-caviahue-facial-hombre-multiaccion-antiedad-360-45-gr/p/MLA19924535	2
Other values (19872)	19981

Length

Max length	359
Median length	309
Mean length	108.40313
Min length	55

Characters and Unicode

Total characters	2167087
Distinct characters	45
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19763 ?
Unique (%)	98.9%

Sample

1st row	https://www.mercadolibre.com.ar/pileta-inflable-redonda-bestway-kiddie-lounge-51061-de-61cm-x-15cm-21l-azul/p/MLA15763166
2nd row	https://www.mercadolibre.com.ar/cry-babies-fantasy-dreamy-imc-toys-99180im/p/MLA15084428
3rd row	https://www.mercadolibre.com.ar/juego-de-cartas-desconectados-en-palabras/p/MLA17840062
4th row	https://www.mercadolibre.com.ar/juego-de-mesa-codigo-secreto-czech-games-edition-devir/p/MLA7853901
5th row	https://www.mercadolibre.com.ar/bellies-bebe-interactivo-beth-edic-especial-int-15145-orig/p/MLA19765898

Common Values

Value	Count	Frequency (%)
https://articulo.mercadolibre.com.ar/MLA-1185200363-base-de-maquillaje-en-polvo-maybelline-fit-me-_JM	2	< 0.1%
https://www.mercadolibre.com.ar/reparador-de-puntas-semillas-de-lino-30-ml-fidelite-cabellos-danados/p/MLA19765387	2	< 0.1%
https://www.mercadolibre.com.ar/perfume-mujer-ana-edp-75-ml/p/MLA19720930	2	< 0.1%
https://articulo.mercadolibre.com.ar/MLA-871575908-repuestos-de-cuchillas-philips-oneblade-qp22051-_JM	2	< 0.1%
https://www.mercadolibre.com.ar/crema-caviahue-facial-hombre-multiaccion-antiedad-360-45-gr/p/MLA19924535	2	< 0.1%
https://articulo.mercadolibre.com.ar/MLA-897779388-pasta-para-soldar-estano-electronica-150grs-sarasanto-pote-_JM	2	< 0.1%
https://articulo.mercadolibre.com.ar/MLA-839471010-fibras-de-keratina-x-275gr-microfibras-capilares-toppik-_JM	2	< 0.1%
https://www.mercadolibre.com.ar/mascara-de-pestanas-maybelline-the-falsies-lash-lift-waterproof-029-fl-oz-color-black/p/MLA16265688	2	< 0.1%
https://articulo.mercadolibre.com.ar/MLA-868899553-esponja-facial-de-celulosa-comprimida-x12-unidades-oferta-_JM	2	< 0.1%
https://www.mercadolibre.com.ar/afeitadora-teknikpro-fading-shaving-negra-220v/p/MLA17374608	2	< 0.1%
Other values (19867)	19971	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://articulo.mercadolibre.com.ar/mla-1185200363-base-de-maquillaje-en-polvo-maybelline-fit-me-_jm	2	< 0.1%
https://articulo.mercadolibre.com.ar/mla-1108457388-collar-hombre-con-dije-cruz-toretto-cadena-acero-quirurgico-_jm	2	< 0.1%
https://articulo.mercadolibre.com.ar/mla-792486758-jabon-de-hotel-hotelero-12-grs-blanco-flow-pack-x-1000-u-_jm	2	< 0.1%
https://www.mercadolibre.com.ar/paula-cahen-danvers-paula-edt-60ml-para-mujer/p/mla3822099	2	< 0.1%
https://www.mercadolibre.com.ar/acondicionador-han-avena-y-miel-500ml-apto-metodo-curly/p/mla19505031	2	< 0.1%
https://www.mercadolibre.com.ar/kerastase-chroma-absolu-cuidado-del-color-de-210ml/p/mla19687003	2	< 0.1%
https://www.mercadolibre.com.ar/eucerin-sun-gel-crema-toque-seco-tono-medio-spf50-de-x-50ml/p/mla19675708	2	< 0.1%
https://articulo.mercadolibre.com.ar/mla-849741708-ambo-zalea-descartable-60cm-x-90cm-x-60-unidades-_jm	2	< 0.1%
https://articulo.mercadolibre.com.ar/mla-1125985946-carbones-makita-cb204-ga7020-ga9020-y-varios-modelos-_jm	2	< 0.1%
https://articulo.mercadolibre.com.ar/mla-857014102-filtro-anticerumen-para-audifonos-_jm	2	< 0.1%
Other values (19867)	19971	99.9%

Most occurring characters

Value	Count	Frequency (%)
-	201234	9.3%
a	164579	7.6%
r	145412	6.7%
o	134673	6.2%
e	124345	5.7%
t	101192	4.7%
c	97740	4.5%
i	95629	4.4%
l	88992	4.1%
m	77049	3.6%
Other values (35)	936242	43.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1460911	67.4%
Decimal Number	251765	11.6%
Dash Punctuation	201234	9.3%
Other Punctuation	153349	7.1%
Uppercase Letter	86543	4.0%
Connector Punctuation	13285	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	164579	11.3%
r	145412	10.0%
o	134673	9.2%
e	124345	8.5%
t	101192	6.9%
c	97740	6.7%
i	95629	6.5%
l	88992	6.1%
m	77049	5.3%
s	66196	4.5%
Other values (16)	365104	25.0%

Decimal Number

Value	Count	Frequency (%)
1	43394	17.2%
0	36579	14.5%
2	27398	10.9%
5	23092	9.2%
9	21680	8.6%
8	20718	8.2%
3	20564	8.2%
6	19925	7.9%
4	19223	7.6%
7	19192	7.6%

Uppercase Letter

Value	Count	Frequency (%)
M	33276	38.5%
A	19991	23.1%
L	19991	23.1%
J	13285	15.4%

Other Punctuation

Value	Count	Frequency (%)
/	73385	47.9%
.	59973	39.1%
:	19991	13.0%

Dash Punctuation

Value	Count	Frequency (%)
-	201234	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	13285	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1547454	71.4%
Common	619633	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	164579	10.6%
r	145412	9.4%
o	134673	8.7%
e	124345	8.0%
t	101192	6.5%
c	97740	6.3%
i	95629	6.2%
l	88992	5.8%
m	77049	5.0%
s	66196	4.3%
Other values (20)	451647	29.2%

Common

Value	Count	Frequency (%)
-	201234	32.5%
/	73385	11.8%
.	59973	9.7%
1	43394	7.0%
0	36579	5.9%
2	27398	4.4%
5	23092	3.7%
9	21680	3.5%
8	20718	3.3%
3	20564	3.3%
Other values (5)	91616	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2167087	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	201234	9.3%
a	164579	7.6%
r	145412	6.7%
o	134673	6.2%
e	124345	5.7%
t	101192	4.7%
c	97740	4.5%
i	95629	4.4%
l	88992	4.1%
m	77049	3.6%
Other values (35)	936242	43.2%

category_id
Categorical

Distinct	725
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

MLA1442	1119
MLA1161	815
MLA352679	738
MLA1436	672
MLA392452	588
Other values (720)	16059

Length

Max length	9
Median length	8
Mean length	7.9863939
Min length	7

Characters and Unicode

Total characters	159656
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	131 ?
Unique (%)	0.7%

Sample

1st row	MLA11226
2nd row	MLA2968
3rd row	MLA1161
4th row	MLA1161
5th row	MLA2968

Common Values

Value	Count	Frequency (%)
MLA1442	1119	5.6%
MLA1161	815	4.1%
MLA352679	738	3.7%
MLA1436	672	3.4%
MLA392452	588	2.9%
MLA1271	522	2.6%
MLA1634	460	2.3%
MLA414007	454	2.3%
MLA5232	439	2.2%
MLA2968	395	2.0%
Other values (715)	13789	69.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mla1442	1119	5.6%
mla1161	815	4.1%
mla352679	738	3.7%
mla1436	672	3.4%
mla392452	588	2.9%
mla1271	522	2.6%
mla1634	460	2.3%
mla414007	454	2.3%
mla5232	439	2.2%
mla2968	395	2.0%
Other values (715)	13789	69.0%

Most occurring characters

Value	Count	Frequency (%)
M	19991	12.5%
L	19991	12.5%
A	19991	12.5%
1	15475	9.7%
4	14473	9.1%
3	13605	8.5%
2	13089	8.2%
9	8347	5.2%
0	7603	4.8%
6	7422	4.6%
Other values (3)	19669	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99683	62.4%
Uppercase Letter	59973	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	15475	15.5%
4	14473	14.5%
3	13605	13.6%
2	13089	13.1%
9	8347	8.4%
0	7603	7.6%
6	7422	7.4%
5	6987	7.0%
7	6919	6.9%
8	5763	5.8%

Uppercase Letter

Value	Count	Frequency (%)
M	19991	33.3%
L	19991	33.3%
A	19991	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	99683	62.4%
Latin	59973	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	15475	15.5%
4	14473	14.5%
3	13605	13.6%
2	13089	13.1%
9	8347	8.4%
0	7603	7.6%
6	7422	7.4%
5	6987	7.0%
7	6919	6.9%
8	5763	5.8%

Latin

Value	Count	Frequency (%)
M	19991	33.3%
L	19991	33.3%
A	19991	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	19991	12.5%
L	19991	12.5%
A	19991	12.5%
1	15475	9.7%
4	14473	9.1%
3	13605	8.5%
2	13089	8.2%
9	8347	5.2%
0	7603	4.8%
6	7422	4.6%
Other values (3)	19669	12.3%

domain_id
Categorical

Distinct	570
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

MLA-WRISTWATCHES	1119
MLA-BOARD_GAMES	838
MLA-SMARTWATCHES	787
MLA-NECKLACES	672
MLA-FACIAL_SKIN_CARE_PRODUCTS	588
Other values (565)	15987

Length

Max length	58
Median length	45
Mean length	19.618328
Min length	8

Characters and Unicode

Total characters	392190
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	85 ?
Unique (%)	0.4%

Sample

1st row	MLA-INFLATABLE_POOLS
2nd row	MLA-DOLLS
3rd row	MLA-BOARD_GAMES
4th row	MLA-BOARD_GAMES
5th row	MLA-DOLLS

Common Values

Value	Count	Frequency (%)
MLA-WRISTWATCHES	1119	5.6%
MLA-BOARD_GAMES	838	4.2%
MLA-SMARTWATCHES	787	3.9%
MLA-NECKLACES	672	3.4%
MLA-FACIAL_SKIN_CARE_PRODUCTS	588	2.9%
MLA-PERFUMES	527	2.6%
MLA-PICTURE_FRAMES	482	2.4%
MLA-HAIR_SHAMPOOS_AND_CONDITIONERS	454	2.3%
MLA-ELECTRIC_DRILLS	439	2.2%
MLA-DOLLS	395	2.0%
Other values (560)	13690	68.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
mla-wristwatches	1119	5.6%
mla-board_games	838	4.2%
mla-smartwatches	787	3.9%
mla-necklaces	672	3.4%
mla-facial_skin_care_products	588	2.9%
mla-perfumes	527	2.6%
mla-picture_frames	482	2.4%
mla-hair_shampoos_and_conditioners	454	2.3%
mla-electric_drills	439	2.2%
mla-dolls	395	2.0%
Other values (560)	13690	68.5%

Most occurring characters

Value	Count	Frequency (%)
A	49231	12.6%
S	33335	8.5%
L	33000	8.4%
E	30038	7.7%
M	29564	7.5%
R	25815	6.6%
_	24024	6.1%
-	19991	5.1%
T	19430	5.0%
C	18758	4.8%
Other values (18)	109004	27.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	348175	88.8%
Connector Punctuation	24024	6.1%
Dash Punctuation	19991	5.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	49231	14.1%
S	33335	9.6%
L	33000	9.5%
E	30038	8.6%
M	29564	8.5%
R	25815	7.4%
T	19430	5.6%
C	18758	5.4%
I	16999	4.9%
O	16031	4.6%
Other values (16)	75974	21.8%

Connector Punctuation

Value	Count	Frequency (%)
_	24024	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	348175	88.8%
Common	44015	11.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	49231	14.1%
S	33335	9.6%
L	33000	9.5%
E	30038	8.6%
M	29564	8.5%
R	25815	7.4%
T	19430	5.6%
C	18758	5.4%
I	16999	4.9%
O	16031	4.6%
Other values (16)	75974	21.8%

Common

Value	Count	Frequency (%)
_	24024	54.6%
-	19991	45.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	392190	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	49231	12.6%
S	33335	8.5%
L	33000	8.4%
E	30038	7.7%
M	29564	7.5%
R	25815	6.6%
_	24024	6.1%
-	19991	5.1%
T	19430	5.0%
C	18758	4.8%
Other values (18)	109004	27.8%

order_backend
Real number (ℝ)

Distinct	50
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.502576

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	13
median	25
Q3	38
95-th percentile	48
Maximum	50
Range	49
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.430409
Coefficient of variation (CV)	0.56584122
Kurtosis	-1.2010277
Mean	25.502576
Median Absolute Deviation (MAD)	12
Skewness	0.00014173366
Sum	509822
Variance	208.2367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	400	2.0%
24	400	2.0%
2	400	2.0%
27	400	2.0%
29	400	2.0%
32	400	2.0%
33	400	2.0%
35	400	2.0%
36	400	2.0%
37	400	2.0%
Other values (40)	15991	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	398	2.0%
2	400	2.0%
3	399	2.0%
4	400	2.0%
5	400	2.0%
6	400	2.0%
7	400	2.0%
8	400	2.0%
9	399	2.0%
10	400	2.0%

Value	Count	Frequency (%)
50	400	2.0%
49	400	2.0%
48	400	2.0%
47	400	2.0%
46	400	2.0%
45	400	2.0%
44	400	2.0%
43	400	2.0%
42	400	2.0%
41	399	2.0%

price
Real number (ℝ)

Distinct	9486
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18294.417

Minimum	100
Maximum	1888063
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	100
5-th percentile	750
Q1	2199
median	5390.53
Q3	14399
95-th percentile	64746.5
Maximum	1888063
Range	1887963
Interquartile range (IQR)	12200

Descriptive statistics

Standard deviation	61359.756
Coefficient of variation (CV)	3.3540154
Kurtosis	269.08498
Mean	18294.417
Median Absolute Deviation (MAD)	3919.47
Skewness	13.752064
Sum	3.6572369 × 10⁸
Variance	3.7650197 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1999	98	0.5%
7999	79	0.4%
1799	72	0.4%
2499	71	0.4%
4999	70	0.4%
3999	70	0.4%
2999	68	0.3%
8999	59	0.3%
1990	57	0.3%
3990	57	0.3%
Other values (9476)	19290	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	1	< 0.1%
119	1	< 0.1%
128	1	< 0.1%
129	1	< 0.1%
150	1	< 0.1%
155.6	1	< 0.1%
170	1	< 0.1%
172.62	1	< 0.1%
176	1	< 0.1%
180	1	< 0.1%

Value	Count	Frequency (%)
1888062.97	1	< 0.1%
1729107	1	< 0.1%
1603754.59	1	< 0.1%
1593668.1	1	< 0.1%
1500000	1	< 0.1%
1459999	2	< 0.1%
1380000	1	< 0.1%
1255815.23	1	< 0.1%
1249715.83	1	< 0.1%
1170000	1	< 0.1%

sold_quantity
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.03502

Minimum	0
Maximum	5000
Zeros	997
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	50
Q3	250
95-th percentile	500
Maximum	5000
Range	5000
Interquartile range (IQR)	245

Descriptive statistics

Standard deviation	508.0858
Coefficient of variation (CV)	2.7020808
Kurtosis	75.13215
Mean	188.03502
Median Absolute Deviation (MAD)	49
Skewness	8.2603275
Sum	3759008
Variance	258151.18
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
5	3865	19.3%
500	3248	16.2%
50	2416	12.1%
25	2169	10.8%
250	2115	10.6%
100	1419	7.1%
150	1034	5.2%
0	997	5.0%
200	703	3.5%
1	547	2.7%
Other values (4)	1478	7.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	997	5.0%
1	547	2.7%
2	485	2.4%
3	405	2.0%
4	394	2.0%
5	3865	19.3%
25	2169	10.8%
50	2416	12.1%
100	1419	7.1%
150	1034	5.2%

Value	Count	Frequency (%)
5000	194	1.0%
500	3248	16.2%
250	2115	10.6%
200	703	3.5%
150	1034	5.2%
100	1419	7.1%
50	2416	12.1%
25	2169	10.8%
5	3865	19.3%
4	394	2.0%

available_quantity
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	269.11175

Minimum	1
Maximum	50000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	50
95-th percentile	500
Maximum	50000
Range	49999
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	2664.1997
Coefficient of variation (CV)	9.8999755
Kurtosis	325.21466
Mean	269.11175
Median Absolute Deviation (MAD)	0
Skewness	17.659576
Sum	5379813
Variance	7097960.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	14363	71.8%
50	1987	9.9%
500	1244	6.2%
250	714	3.6%
100	652	3.3%
150	428	2.1%
5000	318	1.6%
200	231	1.2%
50000	54	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	14363	71.8%
50	1987	9.9%
100	652	3.3%
150	428	2.1%
200	231	1.2%
250	714	3.6%
500	1244	6.2%
5000	318	1.6%
50000	54	0.3%

Value	Count	Frequency (%)
50000	54	0.3%
5000	318	1.6%
500	1244	6.2%
250	714	3.6%
200	231	1.2%
150	428	2.1%
100	652	3.3%
50	1987	9.9%
1	14363	71.8%

tags
Categorical

Distinct	1166
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	2961
['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible']	1486
['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1291
['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1071
['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1070
Other values (1161)	12112

Length

Max length	275
Median length	244
Mean length	131.57886
Min length	38

Characters and Unicode

Total characters	2630393
Distinct characters	36
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	583 ?
Unique (%)	2.9%

Sample

1st row	['lightning_deal', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']
2nd row	['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'meli_choice_candidate', 'shipping_guaranteed']
3rd row	['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']
4th row	['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'standard_price_by_channel', 'brand_verified', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']
5th row	['good_quality_thumbnail', 'brand_verified', 'good_quality_picture', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']

Common Values

Value	Count	Frequency (%)
['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	2961	14.8%
['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible']	1486	7.4%
['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1291	6.5%
['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1071	5.4%
['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	1070	5.4%
['extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	897	4.5%
['good_quality_thumbnail', 'good_quality_picture', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	435	2.2%
['good_quality_picture', 'good_quality_thumbnail', 'standard_price_by_channel', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	330	1.7%
['extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible']	325	1.6%
['good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	319	1.6%
Other values (1156)	9806	49.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
immediate_payment	19991	17.3%
cart_eligible	19737	17.0%
good_quality_thumbnail	18933	16.4%
good_quality_picture	17845	15.4%
shipping_guaranteed	15428	13.3%
brand_verified	6739	5.8%
loyalty_discount_eligible	5997	5.2%
extended_warranty_eligible	4496	3.9%
standard_price_by_channel	2244	1.9%
poor_quality_thumbnail	780	0.7%
Other values (23)	3603	3.1%

Most occurring characters

Value	Count	Frequency (%)
i	234680	8.9%
'	231586	8.8%
e	206829	7.9%
a	182156	6.9%
t	178095	6.8%
_	171025	6.5%
l	136245	5.2%
d	107806	4.1%
n	101794	3.9%
g	100838	3.8%
Other values (26)	979339	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1995185	75.9%
Other Punctuation	327388	12.4%
Connector Punctuation	171025	6.5%
Space Separator	95802	3.6%
Close Punctuation	19991	0.8%
Open Punctuation	19991	0.8%
Decimal Number	807	< 0.1%
Dash Punctuation	204	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	234680	11.8%
e	206829	10.4%
a	182156	9.1%
t	178095	8.9%
l	136245	6.8%
d	107806	5.4%
n	101794	5.1%
g	100838	5.1%
u	98389	4.9%
o	90400	4.5%
Other values (14)	557953	28.0%

Decimal Number

Value	Count	Frequency (%)
3	673	83.4%
6	58	7.2%
2	38	4.7%
1	37	4.6%
4	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
'	231586	70.7%
,	95802	29.3%

Connector Punctuation

Value	Count	Frequency (%)
_	171025	100.0%

Space Separator

Value	Count	Frequency (%)
	95802	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	19991	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	19991	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	204	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1995185	75.9%
Common	635208	24.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	234680	11.8%
e	206829	10.4%
a	182156	9.1%
t	178095	8.9%
l	136245	6.8%
d	107806	5.4%
n	101794	5.1%
g	100838	5.1%
u	98389	4.9%
o	90400	4.5%
Other values (14)	557953	28.0%

Common

Value	Count	Frequency (%)
'	231586	36.5%
_	171025	26.9%
	95802	15.1%
,	95802	15.1%
]	19991	3.1%
[	19991	3.1%
3	673	0.1%
-	204	< 0.1%
6	58	< 0.1%
2	38	< 0.1%
Other values (2)	38	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2630393	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	234680	8.9%
'	231586	8.8%
e	206829	7.9%
a	182156	6.9%
t	178095	6.8%
_	171025	6.5%
l	136245	5.2%
d	107806	4.1%
n	101794	3.9%
g	100838	3.8%
Other values (26)	979339	37.2%

shipping__logistic_type
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

cross_docking	9445
xd_drop_off	5627
fulfillment	3456
drop_off	1341
not_specified	84
Other values (2)	38

Length

Max length	13
Median length	11
Mean length	11.743935
Min length	6

Characters and Unicode

Total characters	234773
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fulfillment
2nd row	cross_docking
3rd row	fulfillment
4th row	fulfillment
5th row	fulfillment

Common Values

Value	Count	Frequency (%)
cross_docking	9445	47.2%
xd_drop_off	5627	28.1%
fulfillment	3456	17.3%
drop_off	1341	6.7%
not_specified	84	0.4%
default	27	0.1%
custom	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cross_docking	9445	47.2%
xd_drop_off	5627	28.1%
fulfillment	3456	17.3%
drop_off	1341	6.7%
not_specified	84	0.4%
default	27	0.1%
custom	11	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	32921	14.0%
d	22151	9.4%
_	22124	9.4%
f	20959	8.9%
c	18985	8.1%
s	18985	8.1%
r	16413	7.0%
i	13069	5.6%
n	12985	5.5%
l	10395	4.4%
Other values (9)	45786	19.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	212649	90.6%
Connector Punctuation	22124	9.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	32921	15.5%
d	22151	10.4%
f	20959	9.9%
c	18985	8.9%
s	18985	8.9%
r	16413	7.7%
i	13069	6.1%
n	12985	6.1%
l	10395	4.9%
g	9445	4.4%
Other values (8)	36341	17.1%

Connector Punctuation

Value	Count	Frequency (%)
_	22124	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	212649	90.6%
Common	22124	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	32921	15.5%
d	22151	10.4%
f	20959	9.9%
c	18985	8.9%
s	18985	8.9%
r	16413	7.7%
i	13069	6.1%
n	12985	6.1%
l	10395	4.9%
g	9445	4.4%
Other values (8)	36341	17.1%

Common

Value	Count	Frequency (%)
_	22124	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	234773	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	32921	14.0%
d	22151	9.4%
_	22124	9.4%
f	20959	8.9%
c	18985	8.1%
s	18985	8.1%
r	16413	7.0%
i	13069	5.6%
n	12985	5.5%
l	10395	4.4%
Other values (9)	45786	19.5%

shipping__mode
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	3998
Missing (%)	20.0%
Memory size	156.3 KiB

me2	15871
not_specified	84
me1	27
custom	11

Length

Max length	13
Median length	3
Mean length	3.0545864
Min length	3

Characters and Unicode

Total characters	48852
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	me2
2nd row	me2
3rd row	me2
4th row	me2
5th row	me2

Common Values

Value	Count	Frequency (%)
me2	15871	79.4%
not_specified	84	0.4%
me1	27	0.1%
custom	11	0.1%
(Missing)	3998	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
me2	15871	99.2%
not_specified	84	0.5%
me1	27	0.2%
custom	11	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	16066	32.9%
m	15909	32.6%
2	15871	32.5%
i	168	0.3%
o	95	0.2%
t	95	0.2%
s	95	0.2%
c	95	0.2%
n	84	0.2%
_	84	0.2%
Other values (5)	290	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	32870	67.3%
Decimal Number	15898	32.5%
Connector Punctuation	84	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	16066	48.9%
m	15909	48.4%
i	168	0.5%
o	95	0.3%
t	95	0.3%
s	95	0.3%
c	95	0.3%
n	84	0.3%
p	84	0.3%
f	84	0.3%
Other values (2)	95	0.3%

Decimal Number

Value	Count	Frequency (%)
2	15871	99.8%
1	27	0.2%

Connector Punctuation

Value	Count	Frequency (%)
_	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	32870	67.3%
Common	15982	32.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	16066	48.9%
m	15909	48.4%
i	168	0.5%
o	95	0.3%
t	95	0.3%
s	95	0.3%
c	95	0.3%
n	84	0.3%
p	84	0.3%
f	84	0.3%
Other values (2)	95	0.3%

Common

Value	Count	Frequency (%)
2	15871	99.3%
_	84	0.5%
1	27	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48852	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	16066	32.9%
m	15909	32.6%
2	15871	32.5%
i	168	0.3%
o	95	0.2%
t	95	0.2%
s	95	0.2%
c	95	0.2%
n	84	0.2%
_	84	0.2%
Other values (5)	290	0.6%

shipping__store_pick_up
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.6 KiB

False	19175
True	816

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	19175	95.9%
True	816	4.1%

shipping__free_shipping
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.6 KiB

False	11935
True	8056

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	11935	59.7%
True	8056	40.3%

shipping__tags
Categorical

Distinct	119
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

['self_service_in']	6636
['self_service_in', 'mandatory_free_shipping']	4289
[]	1404
['mandatory_free_shipping']	1362
['MLA-chg-threshold-Feb-23', 'self_service_in']	829
Other values (114)	5471

Length

Max length	217
Median length	197
Mean length	32.308539
Min length	2

Characters and Unicode

Total characters	645880
Distinct characters	38
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	0.1%

Sample

1st row	['fulfillment', 'self_service_out']
2nd row	['self_service_in', 'mandatory_free_shipping']
3rd row	['fulfillment', 'self_service_in']
4th row	['fulfillment', 'self_service_out', 'mandatory_free_shipping']
5th row	['fulfillment', 'self_service_in', 'mandatory_free_shipping']

Common Values

Value	Count	Frequency (%)
['self_service_in']	6636	33.2%
['self_service_in', 'mandatory_free_shipping']	4289	21.5%
[]	1404	7.0%
['mandatory_free_shipping']	1362	6.8%
['MLA-chg-threshold-Feb-23', 'self_service_in']	829	4.1%
['fulfillment', 'self_service_in']	705	3.5%
['fulfillment', 'self_service_out']	614	3.1%
['fulfillment']	490	2.5%
['fulfillment', 'self_service_in', 'mandatory_free_shipping']	463	2.3%
['fulfillment', 'mandatory_free_shipping']	360	1.8%
Other values (109)	2839	14.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
self_service_in	13890	44.3%
mandatory_free_shipping	7767	24.8%
fulfillment	3456	11.0%
self_service_out	1938	6.2%
mla-chg-threshold-feb-23	1601	5.1%
	1404	4.5%
mla-chg-threshold-ago-22	437	1.4%
fs_threshold_mla_change_feb2021	268	0.9%
fbm_in_process	138	0.4%
fs_removed_by_tagger	130	0.4%
Other values (14)	303	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	71981	11.1%
'	59856	9.3%
_	49258	7.6%
i	49197	7.6%
s	42593	6.6%
r	34221	5.3%
n	33443	5.2%
f	31439	4.9%
l	29168	4.5%
[	19991	3.1%
Other values (28)	224733	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	452307	70.0%
Other Punctuation	71197	11.0%
Connector Punctuation	49258	7.6%
Open Punctuation	19991	3.1%
Close Punctuation	19991	3.1%
Space Separator	11341	1.8%
Dash Punctuation	8464	1.3%
Uppercase Letter	7949	1.2%
Decimal Number	5382	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	71981	15.9%
i	49197	10.9%
s	42593	9.4%
r	34221	7.6%
n	33443	7.4%
f	31439	7.0%
l	29168	6.4%
c	18431	4.1%
a	17007	3.8%
v	16001	3.5%
Other values (13)	108826	24.1%

Decimal Number

Value	Count	Frequency (%)
2	3212	59.7%
3	1607	29.9%
1	295	5.5%
0	268	5.0%

Uppercase Letter

Value	Count	Frequency (%)
M	2116	26.6%
L	2116	26.6%
A	2116	26.6%
F	1601	20.1%

Other Punctuation

Value	Count	Frequency (%)
'	59856	84.1%
,	11341	15.9%

Connector Punctuation

Value	Count	Frequency (%)
_	49258	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	19991	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	19991	100.0%

Space Separator

Value	Count	Frequency (%)
	11341	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8464	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	460256	71.3%
Common	185624	28.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	71981	15.6%
i	49197	10.7%
s	42593	9.3%
r	34221	7.4%
n	33443	7.3%
f	31439	6.8%
l	29168	6.3%
c	18431	4.0%
a	17007	3.7%
v	16001	3.5%
Other values (17)	116775	25.4%

Common

Value	Count	Frequency (%)
'	59856	32.2%
_	49258	26.5%
[	19991	10.8%
]	19991	10.8%
	11341	6.1%
,	11341	6.1%
-	8464	4.6%
2	3212	1.7%
3	1607	0.9%
1	295	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	645880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	71981	11.1%
'	59856	9.3%
_	49258	7.6%
i	49197	7.6%
s	42593	6.6%
r	34221	5.3%
n	33443	5.2%
f	31439	4.9%
l	29168	4.5%
[	19991	3.1%
Other values (28)	224733	34.8%

seller__id
Real number (ℝ)

Distinct	3479
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5264337 × 10⁸

Minimum	104859
Maximum	1.2716519 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	104859
5-th percentile	16053292
Q1	76914261
median	1.8670323 × 10⁸
Q3	3.245048 × 10⁸
95-th percentile	7.7144578 × 10⁸
Maximum	1.2716519 × 10⁹
Range	1.2715471 × 10⁹
Interquartile range (IQR)	2.4759054 × 10⁸

Descriptive statistics

Standard deviation	2.4387748 × 10⁸
Coefficient of variation (CV)	0.96530332
Kurtosis	3.1227287
Mean	2.5264337 × 10⁸
Median Absolute Deviation (MAD)	1.1414789 × 10⁸
Skewness	1.7334504
Sum	5.0505936 × 10¹²
Variance	5.9476226 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75694306	213	1.1%
216788072	159	0.8%
128411524	156	0.8%
377840555	139	0.7%
196161500	137	0.7%
608885756	127	0.6%
47316577	125	0.6%
460893229	119	0.6%
265484143	114	0.6%
215976808	109	0.5%
Other values (3469)	18593	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
104859	1	< 0.1%
107295	1	< 0.1%
111621	68	0.3%
113386	1	< 0.1%
125113	3	< 0.1%
139927	1	< 0.1%
144851	3	< 0.1%
192368	1	< 0.1%
287318	10	0.1%
315471	2	< 0.1%

Value	Count	Frequency (%)
1271651916	1	< 0.1%
1251827186	1	< 0.1%
1241249945	1	< 0.1%
1238715921	1	< 0.1%
1236347534	3	< 0.1%
1236086599	2	< 0.1%
1235537623	2	< 0.1%
1234342080	1	< 0.1%
1233632951	1	< 0.1%
1230840549	10	0.1%

seller__nickname
Categorical

Distinct	3478
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

JUGUETERIA CEBRA	213
RELOJESMONTREAL OFICIAL	159
KINDERLAND OFICIAL	156
FARMACIA SELMA	139
ULTRA.CAM	137
Other values (3473)	19187

Length

Max length	30
Median length	24
Mean length	13.498824
Min length	3

Characters and Unicode

Total characters	269855
Distinct characters	48
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1455 ?
Unique (%)	7.3%

Sample

1st row	GLOBAL ROSS
2nd row	MORA PAÑALERA
3rd row	ENPALABRAS
4th row	INVICTVSJUEGOS
5th row	JUG.OSITO AZUL

Common Values

Value	Count	Frequency (%)
JUGUETERIA CEBRA	213	1.1%
RELOJESMONTREAL OFICIAL	159	0.8%
KINDERLAND OFICIAL	156	0.8%
FARMACIA SELMA	139	0.7%
ULTRA.CAM	137	0.7%
MERCADOLIBRE SUPERMERCADO_AR	127	0.6%
PLANETAZENOK	125	0.6%
RADIOSPICASA	119	0.6%
PIDEWEB	114	0.6%
TT-STORE	109	0.5%
Other values (3468)	18593	93.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
oficial	456	1.7%
farmacia	357	1.3%
jugueteria	338	1.2%
shop	234	0.8%
srl	226	0.8%
cebra	213	0.8%
online	191	0.7%
ferreteria	171	0.6%
store	170	0.6%
mercadolibre	165	0.6%
Other values (3906)	25064	90.9%

Most occurring characters

Value	Count	Frequency (%)
A	30407	11.3%
E	25829	9.6%
R	21449	7.9%
O	20645	7.7%
I	20293	7.5%
S	15602	5.8%
T	14874	5.5%
L	14050	5.2%
N	12541	4.6%
C	11552	4.3%
Other values (38)	82613	30.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	252172	93.4%
Space Separator	7594	2.8%
Decimal Number	4358	1.6%
Other Punctuation	2351	0.9%
Dash Punctuation	1857	0.7%
Connector Punctuation	1522	0.6%
Math Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	30407	12.1%
E	25829	10.2%
R	21449	8.5%
O	20645	8.2%
I	20293	8.0%
S	15602	6.2%
T	14874	5.9%
L	14050	5.6%
N	12541	5.0%
C	11552	4.6%
Other values (22)	64930	25.7%

Decimal Number

Value	Count	Frequency (%)
2	909	20.9%
0	819	18.8%
1	783	18.0%
4	340	7.8%
9	293	6.7%
7	286	6.6%
3	271	6.2%
8	224	5.1%
5	218	5.0%
6	215	4.9%

Other Punctuation

Value	Count	Frequency (%)
.	2348	99.9%
!	3	0.1%

Space Separator

Value	Count	Frequency (%)
	7594	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1857	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1522	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	252172	93.4%
Common	17683	6.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	30407	12.1%
E	25829	10.2%
R	21449	8.5%
O	20645	8.2%
I	20293	8.0%
S	15602	6.2%
T	14874	5.9%
L	14050	5.6%
N	12541	5.0%
C	11552	4.6%
Other values (22)	64930	25.7%

Common

Value	Count	Frequency (%)
	7594	42.9%
.	2348	13.3%
-	1857	10.5%
_	1522	8.6%
2	909	5.1%
0	819	4.6%
1	783	4.4%
4	340	1.9%
9	293	1.7%
7	286	1.6%
Other values (6)	932	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	269539	99.9%
None	316	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	30407	11.3%
E	25829	9.6%
R	21449	8.0%
O	20645	7.7%
I	20293	7.5%
S	15602	5.8%
T	14874	5.5%
L	14050	5.2%
N	12541	4.7%
C	11552	4.3%
Other values (32)	82297	30.5%

None

Value	Count	Frequency (%)
É	127	40.2%
Ñ	103	32.6%
Í	53	16.8%
Ó	14	4.4%
Á	12	3.8%
Ú	7	2.2%

seller__tags
Categorical

Distinct	175
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	3606
['normal', 'mshops', 'credits_profile', 'messages_as_seller']	2370
['normal', 'credits_profile', 'mshops', 'messages_as_seller']	2077
['normal', 'credits_profile', 'messages_as_seller']	1032
['brand', 'large_seller', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	966
Other values (170)	9940

Length

Max length	123
Median length	118
Mean length	74.286229
Min length	32

Characters and Unicode

Total characters	1485056
Distinct characters	32
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	0.1%

Sample

1st row	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']
2nd row	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']
3rd row	['normal', 'mshops', 'credits_profile', 'messages_as_seller']
4th row	['normal', 'eshop', 'credits_profile', 'mshops', 'messages_as_seller']
5th row	['brand', 'large_seller', 'mshops', 'credits_profile', 'messages_as_seller']

Common Values

Value	Count	Frequency (%)
['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	3606	18.0%
['normal', 'mshops', 'credits_profile', 'messages_as_seller']	2370	11.9%
['normal', 'credits_profile', 'mshops', 'messages_as_seller']	2077	10.4%
['normal', 'credits_profile', 'messages_as_seller']	1032	5.2%
['brand', 'large_seller', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	966	4.8%
['normal', 'eshop', 'credits_profile', 'mshops', 'messages_as_seller']	927	4.6%
['brand', 'large_seller', 'credits_profile', 'messages_as_seller']	660	3.3%
['normal', 'credits_profile', 'eshop', 'mshops', 'messages_as_seller']	518	2.6%
['normal', 'credits_priority_4', 'eshop', 'credits_profile', 'mshops', 'messages_as_seller']	500	2.5%
['normal', 'credits_priority_4', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	496	2.5%
Other values (165)	6839	34.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
messages_as_seller	19991	20.3%
credits_profile	19657	20.0%
mshops	17072	17.3%
normal	16816	17.1%
eshop	11504	11.7%
credits_priority_4	3643	3.7%
brand	3156	3.2%
large_seller	3152	3.2%
developer	822	0.8%
medium_seller	700	0.7%
Other values (12)	2018	2.0%

Most occurring characters

Value	Count	Frequency (%)
'	197062	13.3%
s	174732	11.8%
e	152424	10.3%
r	104015	7.0%
l	88647	6.0%
,	78540	5.3%
	78540	5.3%
_	74756	5.0%
o	71852	4.8%
a	64262	4.3%
Other values (22)	400226	27.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1011422	68.1%
Other Punctuation	275602	18.6%
Space Separator	78540	5.3%
Connector Punctuation	74756	5.0%
Close Punctuation	19991	1.3%
Open Punctuation	19991	1.3%
Decimal Number	4754	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	174732	17.3%
e	152424	15.1%
r	104015	10.3%
l	88647	8.8%
o	71852	7.1%
a	64262	6.4%
m	55843	5.5%
i	55697	5.5%
p	53859	5.3%
d	30452	3.0%
Other values (12)	159639	15.8%

Decimal Number

Value	Count	Frequency (%)
4	3643	76.6%
2	566	11.9%
3	290	6.1%
1	255	5.4%

Other Punctuation

Value	Count	Frequency (%)
'	197062	71.5%
,	78540	28.5%

Space Separator

Value	Count	Frequency (%)
	78540	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	74756	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	19991	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1011422	68.1%
Common	473634	31.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	174732	17.3%
e	152424	15.1%
r	104015	10.3%
l	88647	8.8%
o	71852	7.1%
a	64262	6.4%
m	55843	5.5%
i	55697	5.5%
p	53859	5.3%
d	30452	3.0%
Other values (12)	159639	15.8%

Common

Value	Count	Frequency (%)
'	197062	41.6%
,	78540	16.6%
	78540	16.6%
_	74756	15.8%
]	19991	4.2%
[	19991	4.2%
4	3643	0.8%
2	566	0.1%
3	290	0.1%
1	255	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1485056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	197062	13.3%
s	174732	11.8%
e	152424	10.3%
r	104015	7.0%
l	88647	6.0%
,	78540	5.3%
	78540	5.3%
_	74756	5.0%
o	71852	4.8%
a	64262	4.3%
Other values (22)	400226	27.0%

seller__seller_reputation__level_id
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	156.3 KiB

5_green	19894
4_light_green	59
3_yellow	22
2_orange	9
1_red	3

Length

Max length	13
Median length	7
Mean length	7.0189623
Min length	5

Characters and Unicode

Total characters	140288
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5_green
2nd row	5_green
3rd row	5_green
4th row	5_green
5th row	5_green

Common Values

Value	Count	Frequency (%)
5_green	19894	99.5%
4_light_green	59	0.3%
3_yellow	22	0.1%
2_orange	9	< 0.1%
1_red	3	< 0.1%
(Missing)	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5_green	19894	99.5%
4_light_green	59	0.3%
3_yellow	22	0.1%
2_orange	9	< 0.1%
1_red	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	39940	28.5%
_	20046	14.3%
g	20021	14.3%
r	19965	14.2%
n	19962	14.2%
5	19894	14.2%
l	103	0.1%
t	59	< 0.1%
h	59	< 0.1%
i	59	< 0.1%
Other values (9)	180	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100255	71.5%
Connector Punctuation	20046	14.3%
Decimal Number	19987	14.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	39940	39.8%
g	20021	20.0%
r	19965	19.9%
n	19962	19.9%
l	103	0.1%
t	59	0.1%
h	59	0.1%
i	59	0.1%
o	31	< 0.1%
y	22	< 0.1%
Other values (3)	34	< 0.1%

Decimal Number

Value	Count	Frequency (%)
5	19894	99.5%
4	59	0.3%
3	22	0.1%
2	9	< 0.1%
1	3	< 0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	20046	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	100255	71.5%
Common	40033	28.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	39940	39.8%
g	20021	20.0%
r	19965	19.9%
n	19962	19.9%
l	103	0.1%
t	59	0.1%
h	59	0.1%
i	59	0.1%
o	31	< 0.1%
y	22	< 0.1%
Other values (3)	34	< 0.1%

Common

Value	Count	Frequency (%)
_	20046	50.1%
5	19894	49.7%
4	59	0.1%
3	22	0.1%
2	9	< 0.1%
1	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140288	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	39940	28.5%
_	20046	14.3%
g	20021	14.3%
r	19965	14.2%
n	19962	14.2%
5	19894	14.2%
l	103	0.1%
t	59	< 0.1%
h	59	< 0.1%
i	59	< 0.1%
Other values (9)	180	0.1%

seller__seller_reputation__power_seller_status
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	450
Missing (%)	2.3%
Memory size	156.3 KiB

platinum	17624
gold	1205
silver	712

Length

Max length	8
Median length	8
Mean length	7.6804667
Min length	4

Characters and Unicode

Total characters	150084
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	platinum
2nd row	platinum
3rd row	platinum
4th row	platinum
5th row	platinum

Common Values

Value	Count	Frequency (%)
platinum	17624	88.2%
gold	1205	6.0%
silver	712	3.6%
(Missing)	450	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
platinum	17624	90.2%
gold	1205	6.2%
silver	712	3.6%

Most occurring characters

Value	Count	Frequency (%)
l	19541	13.0%
i	18336	12.2%
p	17624	11.7%
a	17624	11.7%
t	17624	11.7%
n	17624	11.7%
u	17624	11.7%
m	17624	11.7%
g	1205	0.8%
o	1205	0.8%
Other values (5)	4053	2.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	150084	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	19541	13.0%
i	18336	12.2%
p	17624	11.7%
a	17624	11.7%
t	17624	11.7%
n	17624	11.7%
u	17624	11.7%
m	17624	11.7%
g	1205	0.8%
o	1205	0.8%
Other values (5)	4053	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	150084	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	19541	13.0%
i	18336	12.2%
p	17624	11.7%
a	17624	11.7%
t	17624	11.7%
n	17624	11.7%
u	17624	11.7%
m	17624	11.7%
g	1205	0.8%
o	1205	0.8%
Other values (5)	4053	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150084	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	19541	13.0%
i	18336	12.2%
p	17624	11.7%
a	17624	11.7%
t	17624	11.7%
n	17624	11.7%
u	17624	11.7%
m	17624	11.7%
g	1205	0.8%
o	1205	0.8%
Other values (5)	4053	2.7%

seller__seller_reputation__transactions__canceled
Real number (ℝ)

Distinct	1354
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2999.5315

Minimum	0
Maximum	51197
Zeros	27
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	34
Q1	244
median	760
Q3	2567
95-th percentile	11814
Maximum	51197
Range	51197
Interquartile range (IQR)	2323

Descriptive statistics

Standard deviation	6856.6771
Coefficient of variation (CV)	2.285916
Kurtosis	25.163459
Mean	2999.5315
Median Absolute Deviation (MAD)	648
Skewness	4.6791898
Sum	59963635
Variance	47014021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5829	213	1.1%
1287	192	1.0%
8309	156	0.8%
20114	139	0.7%
650	138	0.7%
35034	127	0.6%
5612	125	0.6%
9857	119	0.6%
11543	114	0.6%
2677	109	0.5%
Other values (1344)	18559	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	0.1%
1	29	0.1%
2	38	0.2%
3	27	0.1%
4	38	0.2%
5	24	0.1%
6	26	0.1%
7	22	0.1%
8	27	0.1%
9	34	0.2%

Value	Count	Frequency (%)
51197	4	< 0.1%
51193	69	0.3%
49371	106	0.5%
47430	38	0.2%
35034	127	0.6%
27314	19	0.1%
27012	71	0.4%
22794	108	0.5%
20882	68	0.3%
20870	7	< 0.1%

seller__seller_reputation__transactions__completed
Real number (ℝ)

Distinct	3044
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55720.105

Minimum	2
Maximum	844362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	2
5-th percentile	641
Q1	4864
median	13960
Q3	49863
95-th percentile	237259
Maximum	844362
Range	844360
Interquartile range (IQR)	44999

Descriptive statistics

Standard deviation	121119.45
Coefficient of variation (CV)	2.1737118
Kurtosis	18.209423
Mean	55720.105
Median Absolute Deviation (MAD)	11889
Skewness	4.0966841
Sum	1.1139006 × 10⁹
Variance	1.4669922 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126835	213	1.1%
19765	159	0.8%
180509	156	0.8%
485655	139	0.7%
6863	137	0.7%
576394	127	0.6%
78642	125	0.6%
137521	119	0.6%
260726	112	0.6%
58519	109	0.5%
Other values (3034)	18595	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	3	< 0.1%
11	2	< 0.1%
12	5	< 0.1%
13	4	< 0.1%

Value	Count	Frequency (%)
844362	4	< 0.1%
844185	69	0.3%
759430	5	< 0.1%
759391	33	0.2%
706813	106	0.5%
672488	108	0.5%
576394	127	0.6%
555429	19	0.1%
485655	139	0.7%
436559	13	0.1%

seller__seller_reputation__transactions__ratings__negative
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.030768846

Minimum	0
Maximum	1
Zeros	2967
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01
median	0.02
Q3	0.04
95-th percentile	0.09
Maximum	1
Range	1
Interquartile range (IQR)	0.03

Descriptive statistics

Standard deviation	0.038850467
Coefficient of variation (CV)	1.262656
Kurtosis	139.66753
Mean	0.030768846
Median Absolute Deviation (MAD)	0.01
Skewness	7.7953973
Sum	615.1
Variance	0.0015093588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0.01	4557	22.8%
0.02	3408	17.0%
0.03	3079	15.4%
0	2967	14.8%
0.04	1731	8.7%
0.05	1498	7.5%
0.06	585	2.9%
0.07	579	2.9%
0.09	516	2.6%
0.08	322	1.6%
Other values (33)	749	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2967	14.8%
0.01	4557	22.8%
0.02	3408	17.0%
0.03	3079	15.4%
0.04	1731	8.7%
0.05	1498	7.5%
0.06	585	2.9%
0.07	579	2.9%
0.08	322	1.6%
0.09	516	2.6%

Value	Count	Frequency (%)
1	6	< 0.1%
0.57	3	< 0.1%
0.5	6	< 0.1%
0.48	1	< 0.1%
0.44	3	< 0.1%
0.42	3	< 0.1%
0.4	1	< 0.1%
0.39	1	< 0.1%
0.37	4	< 0.1%
0.36	2	< 0.1%

seller__seller_reputation__transactions__ratings__neutral
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.019113601

Minimum	0
Maximum	1
Zeros	3181
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01
median	0.02
Q3	0.02
95-th percentile	0.04
Maximum	1
Range	1
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.03797533
Coefficient of variation (CV)	1.9868224
Kurtosis	557.68635
Mean	0.019113601
Median Absolute Deviation (MAD)	0.01
Skewness	21.960834
Sum	382.1
Variance	0.0014421257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.02	6147	30.7%
0.01	5901	29.5%
0	3181	15.9%
0.03	2994	15.0%
0.04	1099	5.5%
0.05	341	1.7%
0.06	175	0.9%
0.07	34	0.2%
0.08	32	0.2%
1	25	0.1%
Other values (16)	62	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3181	15.9%
0.01	5901	29.5%
0.02	6147	30.7%
0.03	2994	15.0%
0.04	1099	5.5%
0.05	341	1.7%
0.06	175	0.9%
0.07	34	0.2%
0.08	32	0.2%
0.09	17	0.1%

Value	Count	Frequency (%)
1	25	0.1%
0.5	1	< 0.1%
0.45	2	< 0.1%
0.36	1	< 0.1%
0.33	1	< 0.1%
0.25	1	< 0.1%
0.24	1	< 0.1%
0.19	2	< 0.1%
0.18	2	< 0.1%
0.17	1	< 0.1%

seller__seller_reputation__transactions__ratings__positive
Real number (ℝ)

Distinct	48
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.95011755

Minimum	0
Maximum	1
Zeros	31
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.88
Q1	0.94
median	0.96
Q3	0.98
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.04

Descriptive statistics

Standard deviation	0.057154042
Coefficient of variation (CV)	0.060154706
Kurtosis	124.21091
Mean	0.95011755
Median Absolute Deviation (MAD)	0.02
Skewness	-8.4992921
Sum	18993.8
Variance	0.0032665845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0.98	3004	15.0%
0.97	2766	13.8%
0.96	2569	12.9%
0.94	1802	9.0%
0.99	1741	8.7%
0.95	1737	8.7%
1	1434	7.2%
0.93	1324	6.6%
0.92	997	5.0%
0.91	514	2.6%
Other values (38)	2103	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	0.2%
0.29	1	< 0.1%
0.32	1	< 0.1%
0.43	2	< 0.1%
0.45	6	< 0.1%
0.5	1	< 0.1%
0.52	1	< 0.1%
0.55	2	< 0.1%
0.56	3	< 0.1%
0.57	7	< 0.1%

Value	Count	Frequency (%)
1	1434	7.2%
0.99	1741	8.7%
0.98	3004	15.0%
0.97	2766	13.8%
0.96	2569	12.9%
0.95	1737	8.7%
0.94	1802	9.0%
0.93	1324	6.6%
0.92	997	5.0%
0.91	514	2.6%

seller__seller_reputation__transactions__total
Real number (ℝ)

Distinct	3054
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58719.637

Minimum	2
Maximum	895559
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	2
5-th percentile	671.5
Q1	5071.5
median	14723
Q3	52723
95-th percentile	249073
Maximum	895559
Range	895557
Interquartile range (IQR)	47651.5

Descriptive statistics

Standard deviation	127768.97
Coefficient of variation (CV)	2.1759155
Kurtosis	18.398744
Mean	58719.637
Median Absolute Deviation (MAD)	12567
Skewness	4.1126814
Sum	1.1738643 × 10⁹
Variance	1.6324909 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
132664	213	1.1%
21052	159	0.8%
188818	156	0.8%
505769	139	0.7%
7513	137	0.7%
611428	127	0.6%
84254	125	0.6%
147378	119	0.6%
272269	112	0.6%
61196	109	0.5%
Other values (3044)	18595	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	4	< 0.1%
13	1	< 0.1%
14	2	< 0.1%
15	4	< 0.1%

Value	Count	Frequency (%)
895559	4	< 0.1%
895378	69	0.3%
806860	5	< 0.1%
806821	33	0.2%
756184	106	0.5%
695282	108	0.5%
611428	127	0.6%
582743	19	0.1%
505769	139	0.7%
457441	13	0.1%

seller__seller_reputation__metrics__sales__period
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

60 days	19632
365 days	359

Length

Max length	8
Median length	7
Mean length	7.0179581
Min length	7

Characters and Unicode

Total characters	140296
Distinct characters	9
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60 days
2nd row	60 days
3rd row	60 days
4th row	60 days
5th row	60 days

Common Values

Value	Count	Frequency (%)
60 days	19632	98.2%
365 days	359	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
days	19991	50.0%
60	19632	49.1%
365	359	0.9%

Most occurring characters

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79964	57.0%
Decimal Number	40341	28.8%
Space Separator	19991	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	19991	49.6%
0	19632	48.7%
3	359	0.9%
5	359	0.9%

Lowercase Letter

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Space Separator

Value	Count	Frequency (%)
	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79964	57.0%
Common	60332	43.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	19991	33.1%
	19991	33.1%
0	19632	32.5%
3	359	0.6%
5	359	0.6%

Latin

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

seller__seller_reputation__metrics__sales__completed
Real number (ℝ)

Distinct	2113
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8961.1585

Minimum	2
Maximum	125430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	2
5-th percentile	156
Q1	800
median	2498
Q3	8352
95-th percentile	39258
Maximum	125430
Range	125428
Interquartile range (IQR)	7552

Descriptive statistics

Standard deviation	17961.209
Coefficient of variation (CV)	2.0043401
Kurtosis	17.011397
Mean	8961.1585
Median Absolute Deviation (MAD)	2075
Skewness	3.8680571
Sum	1.7914252 × 10⁸
Variance	3.2260504 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22626	213	1.1%
3268	178	0.9%
1023	156	0.8%
30143	156	0.8%
85379	139	0.7%
52506	127	0.6%
11257	125	0.6%
37109	119	0.6%
41551	112	0.6%
10315	109	0.5%
Other values (2103)	18557	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	3	< 0.1%
11	2	< 0.1%
12	5	< 0.1%
13	4	< 0.1%

Value	Count	Frequency (%)
125430	4	< 0.1%
125253	69	0.3%
113015	106	0.5%
101843	5	< 0.1%
101804	33	0.2%
93700	108	0.5%
85379	139	0.7%
71138	19	0.1%
66899	1	< 0.1%
66870	13	0.1%

seller__seller_reputation__metrics__claims__period
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

60 days	19632
365 days	359

Length

Max length	8
Median length	7
Mean length	7.0179581
Min length	7

Characters and Unicode

Total characters	140296
Distinct characters	9
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60 days
2nd row	60 days
3rd row	60 days
4th row	60 days
5th row	60 days

Common Values

Value	Count	Frequency (%)
60 days	19632	98.2%
365 days	359	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
days	19991	50.0%
60	19632	49.1%
365	359	0.9%

Most occurring characters

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79964	57.0%
Decimal Number	40341	28.8%
Space Separator	19991	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	19991	49.6%
0	19632	48.7%
3	359	0.9%
5	359	0.9%

Lowercase Letter

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Space Separator

Value	Count	Frequency (%)
	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79964	57.0%
Common	60332	43.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	19991	33.1%
	19991	33.1%
0	19632	32.5%
3	359	0.6%
5	359	0.6%

Latin

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

seller__seller_reputation__metrics__claims__rate
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	208
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0050930169

Minimum	0
Maximum	0.0495
Zeros	4621
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0008
median	0.0047
Q3	0.0078
95-th percentile	0.0132
Maximum	0.0495
Range	0.0495
Interquartile range (IQR)	0.007

Descriptive statistics

Standard deviation	0.0044829796
Coefficient of variation (CV)	0.88022084
Kurtosis	2.8251997
Mean	0.0050930169
Median Absolute Deviation (MAD)	0.0034
Skewness	1.0082534
Sum	101.8145
Variance	2.0097106 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4621	23.1%
0.0054	480	2.4%
0.0045	356	1.8%
0.0091	330	1.7%
0.0049	302	1.5%
0.0052	298	1.5%
0.0051	293	1.5%
0.0077	269	1.3%
0.0061	248	1.2%
0.0034	243	1.2%
Other values (198)	12551	62.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4621	23.1%
0.0001	57	0.3%
0.0002	6	< 0.1%
0.0003	126	0.6%
0.0004	16	0.1%
0.0005	13	0.1%
0.0006	43	0.2%
0.0007	87	0.4%
0.0008	82	0.4%
0.0009	34	0.2%

Value	Count	Frequency (%)
0.0495	5	< 0.1%
0.0417	1	< 0.1%
0.037	1	< 0.1%
0.0285	1	< 0.1%
0.0279	6	< 0.1%
0.0246	1	< 0.1%
0.0242	1	< 0.1%
0.024	1	< 0.1%
0.0224	1	< 0.1%
0.022	1	< 0.1%

seller__seller_reputation__metrics__claims__value
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	192
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.873543

Minimum	0
Maximum	1062
Zeros	2090
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	12
Q3	42
95-th percentile	311
Maximum	1062
Range	1062
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	126.83815
Coefficient of variation (CV)	2.2301785
Kurtosis	23.478899
Mean	56.873543
Median Absolute Deviation (MAD)	11
Skewness	4.3140343
Sum	1136959
Variance	16087.917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2090	10.5%
1	1393	7.0%
2	1138	5.7%
3	913	4.6%
4	873	4.4%
6	735	3.7%
5	607	3.0%
9	605	3.0%
13	574	2.9%
8	405	2.0%
Other values (182)	10658	53.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2090	10.5%
1	1393	7.0%
2	1138	5.7%
3	913	4.6%
4	873	4.4%
5	607	3.0%
6	735	3.7%
7	400	2.0%
8	405	2.0%
9	605	3.0%

Value	Count	Frequency (%)
1062	38	0.2%
1032	73	0.4%
644	106	0.5%
624	27	0.1%
559	41	0.2%
558	30	0.2%
481	108	0.5%
425	30	0.2%
422	10	0.1%
410	10	0.1%

seller__seller_reputation__metrics__delayed_handling_time__period
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

60 days	19632
365 days	359

Length

Max length	8
Median length	7
Mean length	7.0179581
Min length	7

Characters and Unicode

Total characters	140296
Distinct characters	9
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60 days
2nd row	60 days
3rd row	60 days
4th row	60 days
5th row	60 days

Common Values

Value	Count	Frequency (%)
60 days	19632	98.2%
365 days	359	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
days	19991	50.0%
60	19632	49.1%
365	359	0.9%

Most occurring characters

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79964	57.0%
Decimal Number	40341	28.8%
Space Separator	19991	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	19991	49.6%
0	19632	48.7%
3	359	0.9%
5	359	0.9%

Lowercase Letter

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Space Separator

Value	Count	Frequency (%)
	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79964	57.0%
Common	60332	43.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	19991	33.1%
	19991	33.1%
0	19632	32.5%
3	359	0.6%
5	359	0.6%

Latin

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

seller__seller_reputation__metrics__delayed_handling_time__rate
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	756
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.016894963

Minimum	0
Maximum	0.348
Zeros	2734
Zeros (%)	13.7%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0017
median	0.0067
Q3	0.021
95-th percentile	0.0716
Maximum	0.348
Range	0.348
Interquartile range (IQR)	0.0193

Descriptive statistics

Standard deviation	0.025240444
Coefficient of variation (CV)	1.4939627
Kurtosis	9.8195125
Mean	0.016894963
Median Absolute Deviation (MAD)	0.0063
Skewness	2.6545739
Sum	337.7472
Variance	0.00063708004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2734	13.7%
0.0015	306	1.5%
0.0067	283	1.4%
0.0028	244	1.2%
0.0033	240	1.2%
0.0013	237	1.2%
0.0017	236	1.2%
0.0138	235	1.2%
0.0025	234	1.2%
0.0024	213	1.1%
Other values (746)	15029	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2734	13.7%
0.0001	120	0.6%
0.0002	127	0.6%
0.0003	33	0.2%
0.0004	130	0.7%
0.0005	96	0.5%
0.0006	53	0.3%
0.0007	169	0.8%
0.0008	188	0.9%
0.0009	211	1.1%

Value	Count	Frequency (%)
0.348	2	< 0.1%
0.2444	3	< 0.1%
0.2	1	< 0.1%
0.1705	1	< 0.1%
0.1538	1	< 0.1%
0.1506	1	< 0.1%
0.1505	1	< 0.1%
0.15	2	< 0.1%
0.1467	1	< 0.1%
0.1441	1	< 0.1%

seller__seller_reputation__metrics__delayed_handling_time__value
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	255
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	123.09384

Minimum	0
Maximum	3638
Zeros	2720
Zeros (%)	13.6%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	15
Q3	72
95-th percentile	466
Maximum	3638
Range	3638
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	399.96762
Coefficient of variation (CV)	3.2492903
Kurtosis	48.252985
Mean	123.09384
Median Absolute Deviation (MAD)	15
Skewness	6.4646566
Sum	2460769
Variance	159974.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2720	13.6%
1	1327	6.6%
2	729	3.6%
5	580	2.9%
3	578	2.9%
4	551	2.8%
11	497	2.5%
10	479	2.4%
8	425	2.1%
9	390	2.0%
Other values (245)	11715	58.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2720	13.6%
1	1327	6.6%
2	729	3.6%
3	578	2.9%
4	551	2.8%
5	580	2.9%
6	384	1.9%
7	276	1.4%
8	425	2.1%
9	390	2.0%

Value	Count	Frequency (%)
3638	156	0.8%
2020	45	0.2%
1983	75	0.4%
1954	1	< 0.1%
1912	1	< 0.1%
1843	13	0.1%
1720	32	0.2%
1689	30	0.2%
1345	73	0.4%
1222	1	< 0.1%

seller__seller_reputation__metrics__cancellations__period
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

60 days	19632
365 days	359

Length

Max length	8
Median length	7
Mean length	7.0179581
Min length	7

Characters and Unicode

Total characters	140296
Distinct characters	9
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	60 days
2nd row	60 days
3rd row	60 days
4th row	60 days
5th row	60 days

Common Values

Value	Count	Frequency (%)
60 days	19632	98.2%
365 days	359	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
days	19991	50.0%
60	19632	49.1%
365	359	0.9%

Most occurring characters

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	79964	57.0%
Decimal Number	40341	28.8%
Space Separator	19991	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	19991	49.6%
0	19632	48.7%
3	359	0.9%
5	359	0.9%

Lowercase Letter

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Space Separator

Value	Count	Frequency (%)
	19991	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79964	57.0%
Common	60332	43.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	19991	33.1%
	19991	33.1%
0	19632	32.5%
3	359	0.6%
5	359	0.6%

Latin

Value	Count	Frequency (%)
d	19991	25.0%
a	19991	25.0%
y	19991	25.0%
s	19991	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	140296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	19991	14.2%
	19991	14.2%
d	19991	14.2%
a	19991	14.2%
y	19991	14.2%
s	19991	14.2%
0	19632	14.0%
3	359	0.3%
5	359	0.3%

seller__seller_reputation__metrics__cancellations__rate
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	186
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002946671

Minimum	0
Maximum	0.0909
Zeros	8176
Zeros (%)	40.9%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0014
Q3	0.0047
95-th percentile	0.0111
Maximum	0.0909
Range	0.0909
Interquartile range (IQR)	0.0047

Descriptive statistics

Standard deviation	0.003848325
Coefficient of variation (CV)	1.3059907
Kurtosis	16.920183
Mean	0.002946671
Median Absolute Deviation (MAD)	0.0014
Skewness	2.1725813
Sum	58.9069
Variance	1.4809606 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8176	40.9%
0.0011	431	2.2%
0.0032	386	1.9%
0.0027	348	1.7%
0.004	338	1.7%
0.0022	309	1.5%
0.0029	296	1.5%
0.0024	271	1.4%
0.0009	258	1.3%
0.0056	236	1.2%
Other values (176)	8942	44.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8176	40.9%
0.0002	47	0.2%
0.0003	172	0.9%
0.0004	108	0.5%
0.0005	17	0.1%
0.0006	90	0.5%
0.0007	88	0.4%
0.0008	85	0.4%
0.0009	258	1.3%
0.001	211	1.1%

Value	Count	Frequency (%)
0.0909	1	< 0.1%
0.0394	2	< 0.1%
0.0322	1	< 0.1%
0.0303	1	< 0.1%
0.0295	1	< 0.1%
0.0293	1	< 0.1%
0.0283	1	< 0.1%
0.0279	1	< 0.1%
0.0277	1	< 0.1%
0.0263	9	< 0.1%

seller__seller_reputation__metrics__cancellations__value
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	138
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.253514

Minimum	0
Maximum	863
Zeros	5160
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5
Q3	25
95-th percentile	121.5
Maximum	863
Range	863
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	84.459241
Coefficient of variation (CV)	2.7023918
Kurtosis	43.047464
Mean	31.253514
Median Absolute Deviation (MAD)	5
Skewness	5.8944939
Sum	624789
Variance	7133.3634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5160	25.8%
1	1588	7.9%
2	1392	7.0%
4	913	4.6%
3	782	3.9%
6	619	3.1%
5	568	2.8%
10	494	2.5%
9	464	2.3%
8	327	1.6%
Other values (128)	7684	38.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5160	25.8%
1	1588	7.9%
2	1392	7.0%
3	782	3.9%
4	913	4.6%
5	568	2.8%
6	619	3.1%
7	257	1.3%
8	327	1.6%
9	464	2.3%

Value	Count	Frequency (%)
863	71	0.4%
498	139	0.7%
488	106	0.5%
420	27	0.1%
390	13	0.1%
310	27	0.1%
279	10	0.1%
275	16	0.1%
269	38	0.2%
254	2	< 0.1%

installments__quantity
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	156.3 KiB

6.0	19597
3.0	383
12.0	7

Length

Max length	4
Median length	3
Mean length	3.0003502
Min length	3

Characters and Unicode

Total characters	59968
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6.0
2nd row	6.0
3rd row	6.0
4th row	6.0
5th row	6.0

Common Values

Value	Count	Frequency (%)
6.0	19597	98.0%
3.0	383	1.9%
12.0	7	< 0.1%
(Missing)	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
6.0	19597	98.0%
3.0	383	1.9%
12.0	7	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
.	19987	33.3%
0	19987	33.3%
6	19597	32.7%
3	383	0.6%
1	7	< 0.1%
2	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	39981	66.7%
Other Punctuation	19987	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19987	50.0%
6	19597	49.0%
3	383	1.0%
1	7	< 0.1%
2	7	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	19987	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	59968	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	19987	33.3%
0	19987	33.3%
6	19597	32.7%
3	383	0.6%
1	7	< 0.1%
2	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	19987	33.3%
0	19987	33.3%
6	19597	32.7%
3	383	0.6%
1	7	< 0.1%
2	7	< 0.1%

installments__amount
Real number (ℝ)

Distinct	9717
Distinct (%)	48.6%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4283.3715

Minimum	24.72
Maximum	360984.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	24.72
5-th percentile	184.45
Q1	541.48
median	1310.18
Q3	3482.305
95-th percentile	14834.678
Maximum	360984.75
Range	360960.03
Interquartile range (IQR)	2940.825

Descriptive statistics

Standard deviation	14012.304
Coefficient of variation (CV)	3.2713258
Kurtosis	232.04543
Mean	4283.3715
Median Absolute Deviation (MAD)	943.31
Skewness	13.056013
Sum	85611746
Variance	1.9634466 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
494.25	97	0.5%
1977.75	77	0.4%
617.88	71	0.4%
444.8	71	0.4%
741.5	69	0.3%
988.75	68	0.3%
1236	68	0.3%
492.03	60	0.3%
986.53	58	0.3%
618.12	55	0.3%
Other values (9707)	19293	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24.72	1	< 0.1%
29.42	1	< 0.1%
31.65	1	< 0.1%
31.9	1	< 0.1%
37.09	1	< 0.1%
38.47	1	< 0.1%
41.67	2	< 0.1%
42.03	1	< 0.1%
42.68	1	< 0.1%
43.52	1	< 0.1%

Value	Count	Frequency (%)
360984.75	2	< 0.1%
341355.33	1	< 0.1%
341205	1	< 0.1%
335739.67	1	< 0.1%
310500.32	1	< 0.1%
308992.24	1	< 0.1%
278564.54	1	< 0.1%
276919.75	2	< 0.1%
271076.33	2	< 0.1%
270172.67	1	< 0.1%

installments__rate
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	156.3 KiB

48.35	18351
0.0	1636

Length

Max length	5
Median length	5
Mean length	4.8362936
Min length	3

Characters and Unicode

Total characters	96663
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	48.35
3rd row	48.35
4th row	48.35
5th row	48.35

Common Values

Value	Count	Frequency (%)
48.35	18351	91.8%
0.0	1636	8.2%
(Missing)	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
48.35	18351	91.8%
0.0	1636	8.2%

Most occurring characters

Value	Count	Frequency (%)
.	19987	20.7%
4	18351	19.0%
8	18351	19.0%
3	18351	19.0%
5	18351	19.0%
0	3272	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76676	79.3%
Other Punctuation	19987	20.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	18351	23.9%
8	18351	23.9%
3	18351	23.9%
5	18351	23.9%
0	3272	4.3%

Other Punctuation

Value	Count	Frequency (%)
.	19987	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	96663	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	19987	20.7%
4	18351	19.0%
8	18351	19.0%
3	18351	19.0%
5	18351	19.0%
0	3272	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	96663	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	19987	20.7%
4	18351	19.0%
8	18351	19.0%
3	18351	19.0%
5	18351	19.0%
0	3272	3.4%

days_remaining
Real number (ℝ)

Distinct	2089
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6761.4681

Minimum	4653
Maximum	7299
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	4653
5-th percentile	5528
Q1	6532
median	6951
Q3	7186
95-th percentile	7277
Maximum	7299
Range	2646
Interquartile range (IQR)	654

Descriptive statistics

Standard deviation	563.2434
Coefficient of variation (CV)	0.083301939
Kurtosis	2.187885
Mean	6761.4681
Median Absolute Deviation (MAD)	270
Skewness	-1.5713953
Sum	1.3516851 × 10⁸
Variance	317243.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7223	108	0.5%
7235	102	0.5%
7272	101	0.5%
7228	98	0.5%
7231	96	0.5%
7230	96	0.5%
7186	95	0.5%
7295	92	0.5%
7221	90	0.5%
7194	89	0.4%
Other values (2079)	19024	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4653	14	0.1%
4669	1	< 0.1%
4672	1	< 0.1%
4722	5	< 0.1%
4723	4	< 0.1%
4725	2	< 0.1%
4727	1	< 0.1%
4728	1	< 0.1%
4730	1	< 0.1%
4734	4	< 0.1%

Value	Count	Frequency (%)
7299	36	0.2%
7298	21	0.1%
7297	17	0.1%
7296	33	0.2%
7295	92	0.5%
7294	78	0.4%
7293	59	0.3%
7292	67	0.3%
7291	56	0.3%
7290	14	0.1%

years_active
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4668601

Minimum	0
Maximum	23
Zeros	364
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	156.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	7
Q3	13
95-th percentile	18
Maximum	23
Range	23
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.4932484
Coefficient of variation (CV)	0.64879404
Kurtosis	-0.73109531
Mean	8.4668601
Median Absolute Deviation (MAD)	4
Skewness	0.54984548
Sum	169261
Variance	30.175778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
6	1763	8.8%
7	1630	8.2%
4	1598	8.0%
3	1545	7.7%
5	1532	7.7%
2	1389	6.9%
10	1167	5.8%
8	938	4.7%
1	841	4.2%
9	817	4.1%
Other values (14)	6771	33.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	364	1.8%
1	841	4.2%
2	1389	6.9%
3	1545	7.7%
4	1598	8.0%
5	1532	7.7%
6	1763	8.8%
7	1630	8.2%
8	938	4.7%
9	817	4.1%

Value	Count	Frequency (%)
23	78	0.4%
22	26	0.1%
21	113	0.6%
20	349	1.7%
19	432	2.2%
18	665	3.3%
17	585	2.9%
16	760	3.8%
15	748	3.7%
14	603	3.0%

Categoria
Categorical

HIGH CORRELATION UNIFORM

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.3 KiB

juguetes	4000
elementos de fotografia	4000
accesorios	3998
herramientas	3997
cuidado de la piel	3996

Length

Max length	23
Median length	12
Mean length	14.19999
Min length	8

Characters and Unicode

Total characters	283872
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	juguetes
2nd row	juguetes
3rd row	juguetes
4th row	juguetes
5th row	juguetes

Common Values

Value	Count	Frequency (%)
juguetes	4000	20.0%
elementos de fotografia	4000	20.0%
accesorios	3998	20.0%
herramientas	3997	20.0%
cuidado de la piel	3996	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
de	7996	20.0%
juguetes	4000	10.0%
elementos	4000	10.0%
fotografia	4000	10.0%
accesorios	3998	10.0%
herramientas	3997	10.0%
cuidado	3996	10.0%
la	3996	10.0%
piel	3996	10.0%

Most occurring characters

Value	Count	Frequency (%)
e	43984	15.5%
a	27984	9.9%
o	23992	8.5%
s	19993	7.0%
	19988	7.0%
i	19987	7.0%
t	15997	5.6%
r	15992	5.6%
d	15988	5.6%
u	11996	4.2%
Other values (9)	67971	23.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	263884	93.0%
Space Separator	19988	7.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	43984	16.7%
a	27984	10.6%
o	23992	9.1%
s	19993	7.6%
i	19987	7.6%
t	15997	6.1%
r	15992	6.1%
d	15988	6.1%
u	11996	4.5%
c	11992	4.5%
Other values (8)	55979	21.2%

Space Separator

Value	Count	Frequency (%)
	19988	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	263884	93.0%
Common	19988	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	43984	16.7%
a	27984	10.6%
o	23992	9.1%
s	19993	7.6%
i	19987	7.6%
t	15997	6.1%
r	15992	6.1%
d	15988	6.1%
u	11996	4.5%
c	11992	4.5%
Other values (8)	55979	21.2%

Common

Value	Count	Frequency (%)
	19988	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	283872	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	43984	15.5%
a	27984	9.9%
o	23992	8.5%
s	19993	7.0%
	19988	7.0%
i	19987	7.0%
t	15997	5.6%
r	15992	5.6%
d	15988	5.6%
u	11996	4.2%
Other values (9)	67971	23.9%

seller__car_dealer
Boolean

HIGH CORRELATION IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	11994
Missing (%)	60.0%
Memory size	156.3 KiB

False	7974
True	23
(Missing)	11994

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7974	39.9%
True	23	0.1%
(Missing)	11994	60.0%

seller__car_dealer_logo
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	66.7%
Missing	19985
Missing (%)	> 99.9%
Memory size	156.3 KiB

https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg	3
https://resources.mlstatic.com/classifieds_accounts/MLA_car_dealer/166819630_vip.jpg	1
https://img.mlstatic.com/org-img/mktlogos/newAdmLogos/MOT/MLA/logo24214132.jpg	1
https://resources.mlstatic.com/classifieds_accounts/MLA_car_dealer/195514361_vip.jpg	1

Length

Max length	101
Median length	92.5
Mean length	91.5
Min length	78

Characters and Unicode

Total characters	549
Distinct characters	42
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	50.0%

Sample

1st row	https://resources.mlstatic.com/classifieds_accounts/MLA_car_dealer/166819630_vip.jpg
2nd row	https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg
3rd row	https://img.mlstatic.com/org-img/mktlogos/newAdmLogos/MOT/MLA/logo24214132.jpg
4th row	https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg
5th row	https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg

Common Values

Value	Count	Frequency (%)
https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg	3	< 0.1%
https://resources.mlstatic.com/classifieds_accounts/MLA_car_dealer/166819630_vip.jpg	1	< 0.1%
https://img.mlstatic.com/org-img/mktlogos/newAdmLogos/MOT/MLA/logo24214132.jpg	1	< 0.1%
https://resources.mlstatic.com/classifieds_accounts/MLA_car_dealer/195514361_vip.jpg	1	< 0.1%
(Missing)	19985	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
https://http2.mlstatic.com/storage/vis-accounts/92653704_vip-e71e4bf7-e955-45ea-99ea-9d3a188d80c1.jpg	3	50.0%
https://resources.mlstatic.com/classifieds_accounts/mla_car_dealer/166819630_vip.jpg	1	16.7%
https://img.mlstatic.com/org-img/mktlogos/newadmlogos/mot/mla/logo24214132.jpg	1	16.7%
https://resources.mlstatic.com/classifieds_accounts/mla_car_dealer/195514361_vip.jpg	1	16.7%

Most occurring characters

Value	Count	Frequency (%)
t	39	7.1%
s	35	6.4%
/	33	6.0%
c	31	5.6%
e	29	5.3%
a	29	5.3%
o	23	4.2%
i	20	3.6%
p	20	3.6%
-	19	3.5%
Other values (32)	271	49.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	338	61.6%
Decimal Number	110	20.0%
Other Punctuation	57	10.4%
Dash Punctuation	19	3.5%
Uppercase Letter	14	2.6%
Connector Punctuation	11	2.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	39	11.5%
s	35	10.4%
c	31	9.2%
e	29	8.6%
a	29	8.6%
o	23	6.8%
i	20	5.9%
p	20	5.9%
m	16	4.7%
g	15	4.4%
Other values (12)	81	24.0%

Decimal Number

Value	Count	Frequency (%)
9	17	15.5%
1	16	14.5%
5	14	12.7%
4	12	10.9%
8	10	9.1%
3	9	8.2%
7	9	8.2%
2	9	8.2%
6	7	6.4%
0	7	6.4%

Uppercase Letter

Value	Count	Frequency (%)
M	4	28.6%
L	4	28.6%
A	4	28.6%
O	1	7.1%
T	1	7.1%

Other Punctuation

Value	Count	Frequency (%)
/	33	57.9%
.	18	31.6%
:	6	10.5%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	352	64.1%
Common	197	35.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	39	11.1%
s	35	9.9%
c	31	8.8%
e	29	8.2%
a	29	8.2%
o	23	6.5%
i	20	5.7%
p	20	5.7%
m	16	4.5%
g	15	4.3%
Other values (17)	95	27.0%

Common

Value	Count	Frequency (%)
/	33	16.8%
-	19	9.6%
.	18	9.1%
9	17	8.6%
1	16	8.1%
5	14	7.1%
4	12	6.1%
_	11	5.6%
8	10	5.1%
3	9	4.6%
Other values (5)	38	19.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	549	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	39	7.1%
s	35	6.4%
/	33	6.0%
c	31	5.6%
e	29	5.3%
a	29	5.3%
o	23	4.2%
i	20	3.6%
p	20	3.6%
-	19	3.5%
Other values (32)	271	49.4%

variation_filters
Categorical

HIGH CARDINALITY MISSING

Distinct	214
Distinct (%)	6.3%
Missing	16609
Missing (%)	83.1%
Memory size	156.3 KiB

['COLOR']	1172
['STRAP_COLOR', 'BEZEL_COLOR', 'BACKGROUND_COLOR']	309
['STRAP_COLOR']	296
['CASE_COLOR']	155
['CASE_COLOR', 'WRISTBAND_COLOR']	148
Other values (209)	1302

Length

Max length	1773
Median length	630
Mean length	32.090479
Min length	8

Characters and Unicode

Total characters	108530
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	107 ?
Unique (%)	3.2%

Sample

1st row	['CASE_COLOR']
2nd row	['COLOR']
3rd row	['COLOR']
4th row	['COLOR']
5th row	['COLOR']

Common Values

Value	Count	Frequency (%)
['COLOR']	1172	5.9%
['STRAP_COLOR', 'BEZEL_COLOR', 'BACKGROUND_COLOR']	309	1.5%
['STRAP_COLOR']	296	1.5%
['CASE_COLOR']	155	0.8%
['CASE_COLOR', 'WRISTBAND_COLOR']	148	0.7%
['DIAMETER', 'LENGTH']	106	0.5%
['COLOR', 'SIZE']	71	0.4%
['WRISTBAND_COLOR']	71	0.4%
['DIAMETER']	70	0.4%
['STRAP_COLOR', 'BEZEL_COLOR', 'BACKGROUND_COLOR', 'STRAP_COLOR', 'BEZEL_COLOR', 'BACKGROUND_COLOR']	68	0.3%
Other values (204)	916	4.6%
(Missing)	16609	83.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
color	2654	31.3%
strap_color	1220	14.4%
bezel_color	1080	12.8%
background_color	1066	12.6%
width	493	5.8%
case_color	423	5.0%
wristband_color	351	4.1%
diameter	243	2.9%
length	161	1.9%
largo	98	1.2%
Other values (84)	678	8.0%

Most occurring characters

Value	Count	Frequency (%)
'	16406	15.1%
O	14743	13.6%
R	9763	9.0%
C	8580	7.9%
L	8306	7.7%
	5085	4.7%
,	4821	4.4%
_	4295	4.0%
A	3436	3.2%
E	3397	3.1%
Other values (52)	29698	27.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	68403	63.0%
Other Punctuation	21240	19.6%
Space Separator	5085	4.7%
Connector Punctuation	4295	4.0%
Open Punctuation	3382	3.1%
Close Punctuation	3382	3.1%
Lowercase Letter	2738	2.5%
Decimal Number	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	14743	21.6%
R	9763	14.3%
C	8580	12.5%
L	8306	12.1%
A	3436	5.0%
E	3397	5.0%
T	2610	3.8%
B	2515	3.7%
D	2206	3.2%
S	2183	3.2%
Other values (15)	10664	15.6%

Lowercase Letter

Value	Count	Frequency (%)
a	568	20.7%
e	365	13.3%
o	327	11.9%
l	279	10.2%
r	261	9.5%
d	252	9.2%
n	142	5.2%
g	117	4.3%
i	94	3.4%
m	75	2.7%
Other values (15)	258	9.4%

Other Punctuation

Value	Count	Frequency (%)
'	16406	77.2%
,	4821	22.7%
:	10	< 0.1%
.	3	< 0.1%

Decimal Number

Value	Count	Frequency (%)
4	2	40.0%
2	1	20.0%
1	1	20.0%
9	1	20.0%

Space Separator

Value	Count	Frequency (%)
	5085	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	4295	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	3382	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	3382	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	71141	65.5%
Common	37389	34.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	14743	20.7%
R	9763	13.7%
C	8580	12.1%
L	8306	11.7%
A	3436	4.8%
E	3397	4.8%
T	2610	3.7%
B	2515	3.5%
D	2206	3.1%
S	2183	3.1%
Other values (40)	13402	18.8%

Common

Value	Count	Frequency (%)
'	16406	43.9%
	5085	13.6%
,	4821	12.9%
_	4295	11.5%
[	3382	9.0%
]	3382	9.0%
:	10	< 0.1%
.	3	< 0.1%
4	2	< 0.1%
2	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108498	> 99.9%
None	32	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	16406	15.1%
O	14743	13.6%
R	9763	9.0%
C	8580	7.9%
L	8306	7.7%
	5085	4.7%
,	4821	4.4%
_	4295	4.0%
A	3436	3.2%
E	3397	3.1%
Other values (48)	29666	27.3%

None

Value	Count	Frequency (%)
ñ	28	87.5%
Ñ	2	6.2%
ó	1	3.1%
ú	1	3.1%

Auto

Heatmap
Table

	df_index	order_backend	price	sold_quantity	available_quantity	seller__id	seller__seller_reputation__transactions__canceled	seller__seller_reputation__transactions__completed	seller__seller_reputation__transactions__ratings__negative	seller__seller_reputation__transactions__ratings__neutral	seller__seller_reputation__transactions__ratings__positive	seller__seller_reputation__transactions__total	seller__seller_reputation__metrics__sales__completed	seller__seller_reputation__metrics__claims__rate	seller__seller_reputation__metrics__claims__value	seller__seller_reputation__metrics__delayed_handling_time__rate	seller__seller_reputation__metrics__delayed_handling_time__value	seller__seller_reputation__metrics__cancellations__rate	seller__seller_reputation__metrics__cancellations__value	installments__amount	days_remaining	years_active	listing_type_id	shipping__logistic_type	shipping__mode	shipping__store_pick_up	shipping__free_shipping	seller__seller_reputation__level_id	seller__seller_reputation__power_seller_status	seller__seller_reputation__metrics__sales__period	seller__seller_reputation__metrics__claims__period	seller__seller_reputation__metrics__delayed_handling_time__period	seller__seller_reputation__metrics__cancellations__period	installments__quantity	installments__rate	Categoria	seller__car_dealer	seller__car_dealer_logo
df_index	1.000	0.013	-0.063	-0.071	-0.039	-0.033	-0.015	-0.015	-0.032	-0.008	0.031	-0.015	-0.021	0.013	-0.013	0.027	0.007	0.009	0.001	-0.066	-0.074	0.035	0.018	0.057	0.016	0.019	0.049	0.014	0.013	0.039	0.039	0.039	0.039	0.008	0.018	0.000	0.067	0.000
order_backend	0.013	1.000	-0.001	-0.006	-0.009	0.001	0.000	0.001	-0.003	-0.008	0.004	0.001	0.001	0.006	0.001	-0.002	-0.000	0.009	0.008	-0.001	0.002	-0.002	0.015	0.007	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.011	0.015	0.000	0.036	0.667
price	-0.063	-0.001	1.000	-0.233	-0.186	-0.083	-0.043	-0.080	0.010	-0.045	0.010	-0.078	-0.110	0.087	-0.033	-0.014	-0.070	0.015	-0.025	0.997	0.047	0.085	0.101	0.015	0.000	0.000	0.137	0.030	0.060	0.136	0.136	0.136	0.136	0.070	0.100	0.088	0.000	1.000
sold_quantity	-0.071	-0.006	-0.233	1.000	0.343	-0.049	0.267	0.289	0.044	0.105	-0.057	0.288	0.269	0.018	0.197	-0.065	0.129	-0.037	0.084	-0.229	-0.551	0.044	0.014	0.076	0.000	0.012	0.035	0.000	0.023	0.009	0.009	0.009	0.009	0.000	0.014	0.083	0.000	1.000
available_quantity	-0.039	-0.009	-0.186	0.343	1.000	0.033	0.236	0.233	0.094	0.166	-0.126	0.234	0.237	0.106	0.228	0.077	0.199	0.033	0.129	-0.187	-0.126	-0.043	0.007	0.034	0.000	0.000	0.031	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.007	0.042	0.000	1.000
seller__id	-0.033	0.001	-0.083	-0.049	0.033	1.000	-0.054	-0.064	0.200	0.048	-0.187	-0.063	-0.018	-0.013	-0.011	0.012	-0.034	-0.054	-0.080	-0.084	0.197	-0.958	0.053	0.140	0.044	0.143	0.094	0.066	0.035	0.042	0.042	0.042	0.042	0.045	0.053	0.150	0.079	0.707
seller__seller_reputation__transactions__canceled	-0.015	0.000	-0.043	0.267	0.236	-0.054	1.000	0.978	0.467	0.410	-0.463	0.981	0.955	0.432	0.893	0.019	0.623	0.425	0.702	-0.042	-0.039	0.055	0.058	0.156	0.012	0.279	0.101	0.000	0.090	0.049	0.049	0.049	0.049	0.075	0.058	0.158	0.000	1.000
seller__seller_reputation__transactions__completed	-0.015	0.001	-0.080	0.289	0.233	-0.064	0.978	1.000	0.396	0.358	-0.390	1.000	0.972	0.345	0.857	-0.012	0.610	0.383	0.678	-0.078	-0.037	0.065	0.073	0.156	0.000	0.313	0.139	0.000	0.097	0.053	0.053	0.053	0.053	0.069	0.073	0.173	0.000	1.000
seller__seller_reputation__transactions__ratings__negative	-0.032	-0.003	0.010	0.044	0.094	0.200	0.467	0.396	1.000	0.526	-0.929	0.400	0.429	0.460	0.538	0.222	0.436	0.375	0.446	0.010	0.143	-0.211	0.000	0.064	0.000	0.023	0.010	0.190	0.050	0.067	0.067	0.067	0.067	0.000	0.000	0.051	0.000	1.000
seller__seller_reputation__transactions__ratings__neutral	-0.008	-0.008	-0.045	0.105	0.166	0.048	0.410	0.358	0.526	1.000	-0.766	0.361	0.375	0.402	0.479	0.251	0.458	0.333	0.432	-0.046	0.014	-0.062	0.035	0.043	0.000	0.000	0.000	0.035	0.077	0.185	0.185	0.185	0.185	0.048	0.035	0.019	0.000	1.000
seller__seller_reputation__transactions__ratings__positive	0.031	0.004	0.010	-0.057	-0.126	-0.187	-0.463	-0.390	-0.929	-0.766	1.000	-0.394	-0.424	-0.470	-0.544	-0.257	-0.465	-0.375	-0.459	0.010	-0.129	0.201	0.040	0.061	0.000	0.030	0.062	0.229	0.067	0.172	0.172	0.172	0.172	0.032	0.040	0.087	0.000	1.000
seller__seller_reputation__transactions__total	-0.015	0.001	-0.078	0.288	0.234	-0.063	0.981	1.000	0.400	0.361	-0.394	1.000	0.972	0.350	0.860	-0.010	0.612	0.386	0.680	-0.076	-0.037	0.064	0.068	0.157	0.000	0.325	0.138	0.000	0.096	0.053	0.053	0.053	0.053	0.070	0.068	0.176	0.000	1.000
seller__seller_reputation__metrics__sales__completed	-0.021	0.001	-0.110	0.269	0.237	-0.018	0.955	0.972	0.429	0.375	-0.424	0.972	1.000	0.357	0.879	0.006	0.639	0.396	0.694	-0.108	0.010	0.016	0.080	0.158	0.000	0.324	0.158	0.000	0.105	0.058	0.058	0.058	0.058	0.078	0.080	0.177	0.000	1.000
seller__seller_reputation__metrics__claims__rate	0.013	0.006	0.087	0.018	0.106	-0.013	0.432	0.345	0.460	0.402	-0.470	0.350	0.357	1.000	0.685	0.349	0.493	0.520	0.503	0.083	-0.005	-0.005	0.045	0.093	0.017	0.149	0.116	0.547	0.180	0.114	0.114	0.114	0.114	0.042	0.045	0.076	0.000	0.707
seller__seller_reputation__metrics__claims__value	-0.013	0.001	-0.033	0.197	0.228	-0.011	0.893	0.857	0.538	0.479	-0.544	0.860	0.879	0.685	1.000	0.200	0.725	0.537	0.770	-0.034	0.004	0.003	0.057	0.145	0.000	0.286	0.114	0.000	0.093	0.051	0.051	0.051	0.051	0.040	0.057	0.129	0.000	1.000
seller__seller_reputation__metrics__delayed_handling_time__rate	0.027	-0.002	-0.014	-0.065	0.077	0.012	0.019	-0.012	0.222	0.251	-0.257	-0.010	0.006	0.349	0.200	1.000	0.696	0.336	0.308	-0.015	0.065	-0.030	0.000	0.092	0.000	0.255	0.063	0.517	0.084	0.111	0.111	0.111	0.111	0.000	0.000	0.095	0.070	1.000
seller__seller_reputation__metrics__delayed_handling_time__value	0.007	-0.000	-0.070	0.129	0.199	-0.034	0.623	0.610	0.436	0.458	-0.465	0.612	0.639	0.493	0.725	0.696	1.000	0.544	0.740	-0.070	0.033	0.021	0.020	0.092	0.013	0.446	0.070	0.000	0.060	0.031	0.031	0.031	0.031	0.023	0.020	0.145	0.000	1.000
seller__seller_reputation__metrics__cancellations__rate	0.009	0.009	0.015	-0.037	0.033	-0.054	0.425	0.383	0.375	0.333	-0.375	0.386	0.396	0.520	0.537	0.336	0.544	1.000	0.835	0.012	0.065	0.046	0.020	0.049	0.000	0.010	0.029	0.525	0.045	0.135	0.135	0.135	0.135	0.005	0.020	0.067	0.000	1.000
seller__seller_reputation__metrics__cancellations__value	0.001	0.008	-0.025	0.084	0.129	-0.080	0.702	0.678	0.446	0.432	-0.459	0.680	0.694	0.503	0.770	0.308	0.740	0.835	1.000	-0.027	0.045	0.078	0.042	0.100	0.030	0.205	0.092	0.000	0.065	0.034	0.034	0.034	0.034	0.035	0.042	0.117	0.000	1.000
installments__amount	-0.066	-0.001	0.997	-0.229	-0.187	-0.084	-0.042	-0.078	0.010	-0.046	0.010	-0.076	-0.108	0.083	-0.034	-0.015	-0.070	0.012	-0.027	1.000	0.048	0.087	0.083	0.012	0.000	0.013	0.152	0.017	0.064	0.116	0.116	0.116	0.116	0.085	0.083	0.091	0.000	1.000
days_remaining	-0.074	0.002	0.047	-0.551	-0.126	0.197	-0.039	-0.037	0.143	0.014	-0.129	-0.037	0.010	-0.005	0.004	0.065	0.033	0.065	0.045	0.048	1.000	-0.216	0.088	0.064	0.022	0.063	0.074	0.010	0.020	0.046	0.046	0.046	0.046	0.065	0.088	0.196	0.040	0.509
years_active	0.035	-0.002	0.085	0.044	-0.043	-0.958	0.055	0.065	-0.211	-0.062	0.201	0.064	0.016	-0.005	0.003	-0.030	0.021	0.046	0.078	0.087	-0.216	1.000	0.076	0.123	0.049	0.154	0.142	0.037	0.041	0.045	0.045	0.045	0.045	0.030	0.076	0.193	0.040	1.000
listing_type_id	0.018	0.015	0.101	0.014	0.007	0.053	0.058	0.073	0.000	0.035	0.040	0.068	0.080	0.045	0.057	0.000	0.020	0.020	0.042	0.083	0.088	0.076	1.000	0.017	0.000	0.033	0.213	0.000	0.000	0.000	0.000	0.000	0.000	0.472	1.000	0.107	0.000	1.000
shipping__logistic_type	0.057	0.007	0.015	0.076	0.034	0.140	0.156	0.156	0.064	0.043	0.061	0.157	0.158	0.093	0.145	0.092	0.092	0.049	0.100	0.012	0.064	0.123	0.017	1.000	1.000	0.208	0.129	0.042	0.298	0.184	0.184	0.184	0.184	0.050	0.017	0.120	0.112	0.816
shipping__mode	0.016	0.000	0.000	0.000	0.000	0.044	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.013	0.000	0.030	0.000	0.022	0.049	0.000	1.000	1.000	0.092	0.038	0.000	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.026	0.000	1.000
shipping__store_pick_up	0.019	0.000	0.000	0.012	0.000	0.143	0.279	0.313	0.023	0.000	0.030	0.325	0.324	0.149	0.286	0.255	0.446	0.010	0.205	0.013	0.063	0.154	0.033	0.208	0.092	1.000	0.019	0.000	0.060	0.024	0.024	0.024	0.024	0.050	0.033	0.215	0.000	1.000
shipping__free_shipping	0.049	0.000	0.137	0.035	0.031	0.094	0.101	0.139	0.010	0.000	0.062	0.138	0.158	0.116	0.114	0.063	0.070	0.029	0.092	0.152	0.074	0.142	0.213	0.129	0.038	0.019	1.000	0.014	0.030	0.039	0.039	0.039	0.039	0.063	0.213	0.284	0.029	0.000
seller__seller_reputation__level_id	0.014	0.007	0.030	0.000	0.000	0.066	0.000	0.000	0.190	0.035	0.229	0.000	0.000	0.547	0.000	0.517	0.000	0.525	0.000	0.017	0.010	0.037	0.000	0.042	0.000	0.000	0.014	1.000	1.000	0.176	0.176	0.176	0.176	0.000	0.000	0.032	0.000	1.000
seller__seller_reputation__power_seller_status	0.013	0.000	0.060	0.023	0.007	0.035	0.090	0.097	0.050	0.077	0.067	0.096	0.105	0.180	0.093	0.084	0.060	0.045	0.065	0.064	0.020	0.041	0.000	0.298	0.033	0.060	0.030	1.000	1.000	0.180	0.180	0.180	0.180	0.023	0.000	0.091	0.038	1.000
seller__seller_reputation__metrics__sales__period	0.039	0.000	0.136	0.009	0.000	0.042	0.049	0.053	0.067	0.185	0.172	0.053	0.058	0.114	0.051	0.111	0.031	0.135	0.034	0.116	0.046	0.045	0.000	0.184	0.000	0.024	0.039	0.176	0.180	1.000	0.999	0.999	0.999	0.000	0.000	0.053	0.000	0.707
seller__seller_reputation__metrics__claims__period	0.039	0.000	0.136	0.009	0.000	0.042	0.049	0.053	0.067	0.185	0.172	0.053	0.058	0.114	0.051	0.111	0.031	0.135	0.034	0.116	0.046	0.045	0.000	0.184	0.000	0.024	0.039	0.176	0.180	0.999	1.000	0.999	0.999	0.000	0.000	0.053	0.000	0.707
seller__seller_reputation__metrics__delayed_handling_time__period	0.039	0.000	0.136	0.009	0.000	0.042	0.049	0.053	0.067	0.185	0.172	0.053	0.058	0.114	0.051	0.111	0.031	0.135	0.034	0.116	0.046	0.045	0.000	0.184	0.000	0.024	0.039	0.176	0.180	0.999	0.999	1.000	0.999	0.000	0.000	0.053	0.000	0.707
seller__seller_reputation__metrics__cancellations__period	0.039	0.000	0.136	0.009	0.000	0.042	0.049	0.053	0.067	0.185	0.172	0.053	0.058	0.114	0.051	0.111	0.031	0.135	0.034	0.116	0.046	0.045	0.000	0.184	0.000	0.024	0.039	0.176	0.180	0.999	0.999	0.999	1.000	0.000	0.000	0.053	0.000	0.707
installments__quantity	0.008	0.011	0.070	0.000	0.000	0.045	0.075	0.069	0.000	0.048	0.032	0.070	0.078	0.042	0.040	0.000	0.023	0.005	0.035	0.085	0.065	0.030	0.472	0.050	0.000	0.050	0.063	0.000	0.023	0.000	0.000	0.000	0.000	1.000	0.472	0.057	0.000	1.000
installments__rate	0.018	0.015	0.100	0.014	0.007	0.053	0.058	0.073	0.000	0.035	0.040	0.068	0.080	0.045	0.057	0.000	0.020	0.020	0.042	0.083	0.088	0.076	1.000	0.017	0.000	0.033	0.213	0.000	0.000	0.000	0.000	0.000	0.000	0.472	1.000	0.107	0.000	1.000
Categoria	0.000	0.000	0.088	0.083	0.042	0.150	0.158	0.173	0.051	0.019	0.087	0.176	0.177	0.076	0.129	0.095	0.145	0.067	0.117	0.091	0.196	0.193	0.107	0.120	0.026	0.215	0.284	0.032	0.091	0.053	0.053	0.053	0.053	0.057	0.107	1.000	0.000	0.707
seller__car_dealer	0.067	0.036	0.000	0.000	0.000	0.079	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.070	0.000	0.000	0.000	0.000	0.040	0.040	0.000	0.112	0.000	0.000	0.029	0.000	0.038	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000
seller__car_dealer_logo	0.000	0.667	1.000	1.000	1.000	0.707	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.707	1.000	1.000	1.000	1.000	1.000	1.000	0.509	1.000	1.000	0.816	1.000	1.000	0.000	1.000	1.000	0.707	0.707	0.707	0.707	1.000	1.000	0.707	1.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	df_index	id	title	thumbnail_id	listing_type_id	permalink	category_id	domain_id	order_backend	price	sold_quantity	available_quantity	tags	shipping__logistic_type	shipping__mode	shipping__store_pick_up	shipping__free_shipping	shipping__tags	seller__id	seller__nickname	seller__tags	seller__seller_reputation__level_id	seller__seller_reputation__power_seller_status	seller__seller_reputation__transactions__canceled	seller__seller_reputation__transactions__completed	seller__seller_reputation__transactions__ratings__negative	seller__seller_reputation__transactions__ratings__neutral	seller__seller_reputation__transactions__ratings__positive	seller__seller_reputation__transactions__total	seller__seller_reputation__metrics__sales__period	seller__seller_reputation__metrics__sales__completed	seller__seller_reputation__metrics__claims__period	seller__seller_reputation__metrics__claims__rate	seller__seller_reputation__metrics__claims__value	seller__seller_reputation__metrics__delayed_handling_time__period	seller__seller_reputation__metrics__delayed_handling_time__rate	seller__seller_reputation__metrics__delayed_handling_time__value	seller__seller_reputation__metrics__cancellations__period	seller__seller_reputation__metrics__cancellations__rate	seller__seller_reputation__metrics__cancellations__value	installments__quantity	installments__amount	installments__rate	days_remaining	years_active	Categoria	seller__car_dealer	seller__car_dealer_logo	variation_filters
0	0	MLA1112140771	Pileta Inflable Redonda Bestway Kiddie Lounge 51061 De 61cm X 15cm 21l Azul	623284-MLA53605777143_022023	gold_pro	https://www.mercadolibre.com.ar/pileta-inflable-redonda-bestway-kiddie-lounge-51061-de-61cm-x-15cm-21l-azul/p/MLA15763166	MLA11226	MLA-INFLATABLE_POOLS	1	1692.9	250	1	['lightning_deal', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	fulfillment	me2	False	False	['fulfillment', 'self_service_out']	322650862	GLOBAL ROSS	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	510	10136	0.02	0.02	0.96	10646	60 days	2281	60 days	0.0025	6	60 days	0.0026	6	60 days	0.0000	0	6.0	282.15	0.00	6833	4	juguetes	NaN	NaN	NaN
1	1	MLA1275803410	Cry Babies Fantasy Dreamy Imc Toys 99180im	843969-MLA48269133730_112021	gold_special	https://www.mercadolibre.com.ar/cry-babies-fantasy-dreamy-imc-toys-99180im/p/MLA15084428	MLA2968	MLA-DOLLS	2	15990.0	200	100	['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'meli_choice_candidate', 'shipping_guaranteed']	cross_docking	me2	False	True	['self_service_in', 'mandatory_free_shipping']	355576322	MORA PAÑALERA	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	5078	118896	0.04	0.02	0.94	123974	60 days	22862	60 days	0.0075	179	60 days	0.0192	432	60 days	0.0056	135	6.0	3953.53	48.35	7223	4	juguetes	NaN	NaN	NaN
2	2	MLA1109575910	Juego De Cartas Desconectados En Palabras	633026-MLA48408537360_122021	gold_special	https://www.mercadolibre.com.ar/juego-de-cartas-desconectados-en-palabras/p/MLA17840062	MLA1161	MLA-BOARD_GAMES	3	6499.0	5000	250	['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	fulfillment	me2	False	False	['fulfillment', 'self_service_in']	701499356	ENPALABRAS	['normal', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	296	8172	0.03	0.00	0.97	8468	60 days	2395	60 days	0.0000	1	60 days	0.0016	4	60 days	0.0000	1	6.0	1606.88	48.35	6815	2	juguetes	NaN	NaN	NaN
3	3	MLA1110677111	Juego De Mesa Código Secreto Czech Games Edition Devir	960516-MLA44936648183_022021	gold_special	https://www.mercadolibre.com.ar/juego-de-mesa-codigo-secreto-czech-games-edition-devir/p/MLA7853901	MLA1161	MLA-BOARD_GAMES	4	9500.0	250	1	['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'standard_price_by_channel', 'brand_verified', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'self_service_out', 'mandatory_free_shipping']	98434282	INVICTVSJUEGOS	['normal', 'eshop', 'credits_profile', 'mshops', 'messages_as_seller']	5_green	platinum	994	22218	0.01	0.01	0.98	23212	60 days	3347	60 days	0.0008	3	60 days	0.0026	9	60 days	0.0014	5	6.0	2348.88	48.35	6822	16	juguetes	NaN	NaN	NaN
4	4	MLA1240728057	Bellies Bebe Interactivo Beth Edic Especial Int 15145 Orig	994457-MLA49925702800_052022	gold_special	https://www.mercadolibre.com.ar/bellies-bebe-interactivo-beth-edic-especial-int-15145-orig/p/MLA19765898	MLA2968	MLA-DOLLS	5	21900.0	0	1	['good_quality_thumbnail', 'brand_verified', 'good_quality_picture', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'self_service_in', 'mandatory_free_shipping']	120806491	JUG.OSITO AZUL	['brand', 'large_seller', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	608	11920	0.03	0.02	0.95	12528	60 days	1870	60 days	0.0025	5	60 days	0.0313	58	60 days	0.0142	28	6.0	5414.78	48.35	7200	10	juguetes	NaN	NaN	NaN
5	5	MLA1108944811	Juego De Mesa Fantasma Blitz Zoch Zum Spielen Devir	788441-MLA46818974526_072021	gold_special	https://www.mercadolibre.com.ar/juego-de-mesa-fantasma-blitz-zoch-zum-spielen-devir/p/MLA7883593	MLA1161	MLA-BOARD_GAMES	6	6899.9	100	1	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	fulfillment	me2	False	False	['fulfillment', 'MLA-chg-threshold-Feb-23', 'self_service_in']	200611461	PHOTOPRINT_STORE	['normal', 'credits_profile', 'mshops', 'messages_as_seller']	5_green	platinum	378	6392	0.05	0.03	0.92	6770	60 days	1527	60 days	0.0105	17	60 days	0.0212	32	60 days	0.0080	13	6.0	1706.00	48.35	6810	7	juguetes	NaN	NaN	NaN
6	6	MLA1164168440	Juego De Cartas A.t.r. Ahora Todos Reímos Buró	719737-MLA51168724015_082022	gold_special	https://www.mercadolibre.com.ar/juego-de-cartas-atr-ahora-todos-reimos-buro/p/MLA19538917	MLA1161	MLA-BOARD_GAMES	7	8091.0	250	1	['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	cross_docking	me2	False	True	['MLA-chg-threshold-ago-22', 'self_service_in', 'mandatory_free_shipping']	148114094	MUNDO MANIAS	['normal', 'credits_priority_4', 'credits_profile', 'eshop', 'mshops', 'medium_seller_advanced', 'messages_as_seller']	5_green	platinum	2261	64579	0.01	0.01	0.98	66840	60 days	14251	60 days	0.0008	13	60 days	0.0015	22	60 days	0.0004	6	6.0	2000.50	48.35	7132	9	juguetes	NaN	NaN	NaN
7	7	MLA924307817	Ajedrez Profesional Staunton Plastigal 160	712088-MLA44676313815_012021	gold_special	https://www.mercadolibre.com.ar/ajedrez-profesional-staunton-plastigal-160/p/MLA16102093	MLA412670	MLA-BOARD_GAMES	8	9199.9	500	1	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'self_service_in', 'mandatory_free_shipping']	45691061	STORELELABSKYLIGHT	['normal', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	3375	62025	0.02	0.02	0.96	65400	60 days	9700	60 days	0.0091	94	60 days	0.0095	91	60 days	0.0089	92	6.0	2274.68	48.35	6675	18	juguetes	NaN	NaN	NaN
8	8	MLA923773432	Juego De Mesa Rummy & Burako Clásico Ruibal 1056	946916-MLA51774945309_092022	gold_special	https://www.mercadolibre.com.ar/juego-de-mesa-rummy-burako-clasico-ruibal-1056/p/MLA6829078	MLA1161	MLA-BOARD_GAMES	9	5800.0	500	1	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	cross_docking	me2	False	False	['MLA-chg-threshold-ago-22', 'self_service_in']	45689688	TECNOPARAVOS	['normal', 'credits_priority_4', 'credits_profile', 'eshop', 'mshops', 'messages_as_seller']	5_green	platinum	631	20952	0.00	0.00	1.00	21583	60 days	3716	60 days	0.0031	12	60 days	0.0014	5	60 days	0.0000	1	6.0	1434.05	48.35	7195	12	juguetes	NaN	NaN	NaN
9	9	MLA1133264997	El Duende Azul Tomy Bebé En Cochecito	728513-MLA49643829193_042022	gold_special	https://www.mercadolibre.com.ar/el-duende-azul-tomy-bebe-en-cochecito/p/MLA13864214	MLA2968	MLA-DOLLS	10	4490.0	200	1	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'moderation_penalty', 'immediate_payment', 'cart_eligible', 'best_seller_candidate', 'shipping_guaranteed']	fulfillment	me2	False	False	['fulfillment', 'MLA-chg-threshold-ago-22', 'self_service_in']	75694306	JUGUETERIA CEBRA	['brand', 'large_seller', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	5829	126835	0.05	0.03	0.92	132664	60 days	22626	60 days	0.0045	109	60 days	0.0138	314	60 days	0.0029	69	6.0	1110.15	48.35	6993	13	juguetes	NaN	NaN	NaN

	df_index	id	title	thumbnail_id	listing_type_id	permalink	category_id	domain_id	order_backend	price	sold_quantity	available_quantity	tags	shipping__logistic_type	shipping__mode	shipping__store_pick_up	shipping__free_shipping	shipping__tags	seller__id	seller__nickname	seller__tags	seller__seller_reputation__level_id	seller__seller_reputation__power_seller_status	seller__seller_reputation__transactions__canceled	seller__seller_reputation__transactions__completed	seller__seller_reputation__transactions__ratings__negative	seller__seller_reputation__transactions__ratings__neutral	seller__seller_reputation__transactions__ratings__positive	seller__seller_reputation__transactions__total	seller__seller_reputation__metrics__sales__period	seller__seller_reputation__metrics__sales__completed	seller__seller_reputation__metrics__claims__period	seller__seller_reputation__metrics__claims__rate	seller__seller_reputation__metrics__claims__value	seller__seller_reputation__metrics__delayed_handling_time__period	seller__seller_reputation__metrics__delayed_handling_time__rate	seller__seller_reputation__metrics__delayed_handling_time__value	seller__seller_reputation__metrics__cancellations__period	seller__seller_reputation__metrics__cancellations__rate	seller__seller_reputation__metrics__cancellations__value	installments__quantity	installments__amount	installments__rate	days_remaining	years_active	Categoria	seller__car_dealer	seller__car_dealer_logo	variation_filters
19981	3987	MLA859686032	Martillo Demoledor Total 20 Joules Hexagonal 1300w 2 Cincele	963608-MLA42050668479_062020	gold_special	https://articulo.mercadolibre.com.ar/MLA-859686032-martillo-demoledor-total-20-joules-hexagonal-1300w-2-cincele-_JM	MLA372066	MLA-ELECTRIC_DEMOLITION_HAMMERS	41	49183.87	500	1	['brand_verified', 'extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'self_service_in', 'mandatory_free_shipping']	265484143	PIDEWEB	['normal', 'credits_profile', 'mshops', 'messages_as_seller']	5_green	platinum	11543	260726	0.04	0.03	0.93	272269	60 days	41551	60 days	0.0091	400	60 days	0.0067	270	60 days	0.0009	41	6.0	12160.71	48.35	6810	5	herramientas	False	NaN	NaN
19982	3988	MLA901131431	Regla Trapezoidal De Albañil -revoque/yeso 1,5 Metros Cuotas	854181-MLA44134004469_112020	gold_pro	https://articulo.mercadolibre.com.ar/MLA-901131431-regla-trapezoidal-de-albanil-revoqueyeso-15-metros-cuotas-_JM	MLA429026	MLA-CONSTRUCTION_FINISHING_TROWELS	42	5821.20	100	1	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible']	xd_drop_off	me2	False	False	['MLA-chg-threshold-ago-22', 'self_service_in']	265859712	PERFILESDEALUMINIO.NET	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	215	3457	0.02	0.01	0.97	3672	60 days	410	60 days	0.0000	0	60 days	0.0000	0	60 days	0.0000	0	6.0	970.20	0.00	6501	5	herramientas	False	NaN	NaN
19983	3989	MLA1220123578	Hidrolavadora Eléctrica Philco Mjphi117 1400w + Accesorios	832507-MLA52223742789_102022	gold_pro	https://articulo.mercadolibre.com.ar/MLA-1220123578-hidrolavadora-electrica-philco-mjphi117-1400w-accesorios-_JM	MLA30840	MLA-ELECTRIC_PRESSURE_WASHERS	43	28299.00	50	1	['good_quality_picture', 'good_quality_thumbnail', 'extended_warranty_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'self_service_out', 'mandatory_free_shipping']	39144101	BIDCOM	['normal', 'eshop', 'developer', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	20164	250456	0.06	0.03	0.91	270620	60 days	39258	60 days	0.0064	272	60 days	0.0044	175	60 days	0.0063	269	6.0	4716.50	0.00	7186	15	herramientas	False	NaN	NaN
19984	3990	MLA877949190	Embrague Metálico Para Desmalezadoras Chinas De 43 A 52cc	783024-MLA50862965663_072022	gold_special	https://articulo.mercadolibre.com.ar/MLA-877949190-embrague-metalico-para-desmalezadoras-chinas-de-43-a-52cc-_JM	MLA413604	MLA-TOOL_ACCESSORIES_AND_SPARES	44	2067.00	250	1	['good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	cross_docking	me2	False	False	['self_service_in']	268911045	LOMASBULLSERVICE	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	1187	29245	0.01	0.01	0.98	30432	60 days	6088	60 days	0.0053	34	60 days	0.0013	8	60 days	0.0006	4	6.0	511.07	48.35	6405	5	herramientas	False	NaN	NaN
19985	3991	MLA1263261654	Pico Standard Grasera Engrasadoras Agarre 4 Uñas	712154-MLA52638779508_112022	gold_special	https://articulo.mercadolibre.com.ar/MLA-1263261654-pico-standard-grasera-engrasadoras-agarre-4-unas-_JM	MLA371996	MLA-GREASE_GUNS	45	1279.00	50	1	['standard_price_by_channel', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible']	cross_docking	me2	False	False	['self_service_in']	63869733	KIT HERRAMIENTAS	['normal', 'credits_active_borrower', 'credits_profile', 'eshop', 'mshops', 'messages_as_seller']	5_green	platinum	481	11705	0.01	0.01	0.98	12186	60 days	2464	60 days	0.0019	5	60 days	0.0004	1	60 days	0.0054	14	6.0	316.23	48.35	7215	11	herramientas	False	NaN	NaN
19986	3992	MLA806671534	Hidrolavadora Philco 105 Bar 1400w Con Espumero	939546-MLA45226866923_032021	gold_pro	https://articulo.mercadolibre.com.ar/MLA-806671534-hidrolavadora-philco-105-bar-1400w-con-espumero-_JM	MLA30840	MLA-ELECTRIC_PRESSURE_WASHERS	46	24363.00	250	250	['brand_verified', 'extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'incomplete_technical_specs', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	cross_docking	me2	False	True	['self_service_in', 'mandatory_free_shipping']	184198511	TIENDASUR.	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	6427	128463	0.02	0.02	0.96	134890	60 days	23990	60 days	0.0054	138	60 days	0.0936	2020	60 days	0.0022	58	6.0	4060.50	0.00	6005	5	herramientas	False	NaN	NaN
19987	3993	MLA1123490998	Bordeadora Nober 212 Max Color Naranja 220v	661228-MLA46192795432_052021	gold_pro	https://www.mercadolibre.com.ar/bordeadora-nober-212-max-color-naranja-220v/p/MLA9026334	MLA411878	MLA-ELECTRIC_BRUSH_CUTTERS_AND_STRING_TRIMMERS	47	36814.00	5	1	['brand_verified', 'extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible']	xd_drop_off	me2	False	True	['self_service_in', 'mandatory_free_shipping']	253798104	DINFER FERRETERIA	['normal', 'credits_open_market', 'eshop', 'credits_profile', 'mshops', 'messages_as_seller']	5_green	platinum	143	4165	0.01	0.01	0.98	4308	60 days	531	60 days	0.0072	4	60 days	0.0154	8	60 days	0.0000	0	6.0	6135.67	0.00	6927	5	herramientas	False	NaN	NaN
19988	3994	MLA908766072	Minitorno Dremel 4000 220v 175 W Eléctrico + 26 Accesorios	705010-MLA44922506957_022021	gold_special	https://articulo.mercadolibre.com.ar/MLA-908766072-minitorno-dremel-4000-220v-175-w-electrico-26-accesorios-_JM	MLA10072	MLA-MICRO_ROTARY_TOOLS	48	31830.00	500	1	['deal_of_the_day', 'extended_warranty_eligible', 'good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	fulfillment	me2	False	True	['fulfillment', 'mandatory_free_shipping']	608846165	MERCADOLIBRE ELECTRONICA_AR	['brand', 'large_seller', 'credits_profile', 'messages_as_seller']	5_green	platinum	47430	759430	0.09	0.02	0.89	806860	60 days	101843	60 days	0.0098	1062	60 days	0.0000	0	60 days	0.0000	0	6.0	7869.97	48.35	7279	2	herramientas	False	NaN	NaN
19989	3995	MLA766557238	Pinza Alicate Multiherramientas Stanley 16 Funciones 92841	860969-MLA40009684434_122019	gold_special	https://articulo.mercadolibre.com.ar/MLA-766557238-pinza-alicate-multiherramientas-stanley-16-funciones-92841-_JM	MLA412520	MLA-TOOL_AND_CONSTRUCTION_SUPPLIES	49	3440.00	500	500	['brand_verified', 'good_quality_picture', 'good_quality_thumbnail', 'loyalty_discount_eligible', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	cross_docking	me2	False	False	['self_service_in']	184198511	TIENDASUR.	['normal', 'eshop', 'mshops', 'credits_profile', 'messages_as_seller']	5_green	platinum	6427	128463	0.02	0.02	0.96	134890	60 days	23990	60 days	0.0054	138	60 days	0.0936	2020	60 days	0.0022	58	6.0	850.54	48.35	6970	5	herramientas	False	NaN	NaN
19990	3996	MLA1130045765	Disco Laminas De Fieltro 115mm Pulido Espejo Harden	631661-MLA50022908155_052022	gold_special	https://articulo.mercadolibre.com.ar/MLA-1130045765-disco-laminas-de-fieltro-115mm-pulido-espejo-harden-_JM	MLA372119	MLA-CUTTING_AND_GRINDING_DISCS_AND_STONES	50	1029.65	150	50	['good_quality_picture', 'good_quality_thumbnail', 'immediate_payment', 'cart_eligible', 'shipping_guaranteed']	cross_docking	me2	False	False	['self_service_in']	243229286	FERRETERIA FERNOLUZ	['normal', 'credits_priority_2', 'credits_profile', 'eshop', 'mshops', 'messages_as_seller']	5_green	platinum	4958	123182	0.03	0.03	0.94	128140	60 days	16880	60 days	0.0052	93	60 days	0.0123	204	60 days	0.0017	30	6.0	254.58	48.35	6971	6	herramientas	False	NaN	NaN

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Latin

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ASCII

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Most occurring characters

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Connector Punctuation

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Latin

Common

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Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category